├── LICENSE ├── README.md ├── configs ├── test_few_shot.yaml ├── train_classifier_im800.yaml ├── train_classifier_mini.yaml ├── train_classifier_tiered.yaml ├── train_meta_im800.yaml ├── train_meta_mini.yaml └── train_meta_tiered.yaml ├── datasets ├── __init__.py ├── datasets.py ├── image_folder.py ├── mini_imagenet.py ├── samplers.py └── tiered_imagenet.py ├── materials └── imagenet-800_split.json ├── meta-dataset ├── README.md ├── configs │ ├── test.yaml │ ├── train_classifier.yaml │ ├── train_meta.yaml │ └── train_multi_classifier.yaml ├── meta_dataset │ ├── __init__.py │ ├── analysis │ │ ├── __init__.py │ │ └── select_best_model.py │ ├── analyze.py │ ├── data │ │ ├── __init__.py │ │ ├── config.py │ │ ├── dataset_spec.py │ │ ├── decoder.py │ │ ├── decoder_test.py │ │ ├── imagenet_specification.py │ │ ├── imagenet_specification_test.py │ │ ├── imagenet_stats.py │ │ ├── learning_spec.py │ │ ├── pipeline.py │ │ ├── pipeline_test.py │ │ ├── providers.py │ │ ├── reader.py │ │ ├── reader_test.py │ │ ├── sampling.py │ │ ├── sampling_test.py │ │ └── test_utils.py │ ├── dataset_conversion │ │ ├── ImageNet_CUBirds_duplicates.txt │ │ ├── ImageNet_Caltech101_duplicates.txt │ │ ├── ImageNet_Caltech256_duplicates.txt │ │ ├── TrafficSign_labels.txt │ │ ├── VggFlower_labels.txt │ │ ├── __init__.py │ │ ├── convert_datasets_to_records.py │ │ ├── dataset_specs │ │ │ ├── aircraft_dataset_spec.json │ │ │ ├── cu_birds_dataset_spec.json │ │ │ ├── dtd_dataset_spec.json │ │ │ ├── fungi_dataset_spec.json │ │ │ ├── ilsvrc_2012_dataset_spec.json │ │ │ ├── mscoco_dataset_spec.json │ │ │ ├── omniglot_dataset_spec.json │ │ │ ├── quickdraw_dataset_spec.json │ │ │ ├── traffic_sign_dataset_spec.json │ │ │ └── vgg_flower_dataset_spec.json │ │ ├── dataset_to_records.py │ │ └── splits │ │ │ ├── aircraft_splits.json │ │ │ ├── cu_birds_splits.json │ │ │ ├── dtd_splits.json │ │ │ ├── fungi_splits.json │ │ │ ├── mscoco_splits.json │ │ │ ├── quickdraw_splits.json │ │ │ ├── traffic_sign_splits.json │ │ │ └── vgg_flower_splits.json │ ├── learn │ │ └── gin │ │ │ ├── best │ │ │ ├── baseline_all.gin │ │ │ ├── baseline_all_option_to_pretrain.gin │ │ │ ├── baseline_imagenet.gin │ │ │ ├── baseline_imagenet_convnet.gin │ │ │ ├── baseline_imagenet_option_to_pretrain.gin │ │ │ ├── baseline_imagenet_resnet.gin │ │ │ ├── baseline_imagenet_wide_resnet.gin │ │ │ ├── baselinefinetune_all.gin │ │ │ ├── baselinefinetune_all_option_to_pretrain.gin │ │ │ ├── baselinefinetune_cosine_mini_imagenet_fiveshot.gin │ │ │ ├── baselinefinetune_cosine_mini_imagenet_oneshot.gin │ │ │ ├── baselinefinetune_imagenet.gin │ │ │ ├── baselinefinetune_imagenet_option_to_pretrain.gin │ │ │ ├── baselinefinetune_mini_imagenet_fiveshot.gin │ │ │ ├── baselinefinetune_mini_imagenet_oneshot.gin │ │ │ ├── maml_all.gin │ │ │ ├── maml_all_from_scratch.gin │ │ │ ├── maml_imagenet.gin │ │ │ ├── maml_imagenet_from_scratch.gin │ │ │ ├── maml_init_with_proto_all.gin │ │ │ ├── maml_init_with_proto_all_from_scratch.gin │ │ │ ├── maml_init_with_proto_imagenet.gin │ │ │ ├── maml_init_with_proto_imagenet_from_scratch.gin │ │ │ ├── maml_init_with_proto_inference_all.gin │ │ │ ├── maml_init_with_proto_inference_imagenet.gin │ │ │ ├── matching_all.gin │ │ │ ├── matching_all_from_scratch.gin │ │ │ ├── matching_imagenet.gin │ │ │ ├── matching_imagenet_from_scratch.gin │ │ │ ├── matching_inference_all_option_to_pretrain.gin │ │ │ ├── matching_inference_imagenet_option_to_pretrain.gin │ │ │ ├── prototypical_all.gin │ │ │ ├── prototypical_all_from_scratch.gin │ │ │ ├── prototypical_imagenet.gin │ │ │ ├── prototypical_imagenet_from_scratch.gin │ │ │ ├── prototypical_inference_all_option_to_pretrain.gin │ │ │ ├── prototypical_inference_imagenet_option_to_pretrain.gin │ │ │ ├── relationnet_all.gin │ │ │ ├── relationnet_all_from_scratch.gin │ │ │ ├── relationnet_imagenet.gin │ │ │ ├── relationnet_imagenet_from_scratch.gin │ │ │ └── relationnet_mini_imagenet_fiveshot.gin │ │ │ ├── default │ │ │ ├── baseline_all.gin │ │ │ ├── baseline_cosine_imagenet.gin │ │ │ ├── baseline_imagenet.gin │ │ │ ├── baseline_mini_imagenet_fiveshot.gin │ │ │ ├── baseline_mini_imagenet_oneshot.gin │ │ │ ├── baselinefinetune_all.gin │ │ │ ├── baselinefinetune_cosine_imagenet.gin │ │ │ ├── baselinefinetune_cosine_mini_imagenet_fiveshot.gin │ │ │ ├── baselinefinetune_cosine_mini_imagenet_oneshot.gin │ │ │ ├── baselinefinetune_imagenet.gin │ │ │ ├── baselinefinetune_mini_imagenet_fiveshot.gin │ │ │ ├── baselinefinetune_mini_imagenet_oneshot.gin │ │ │ ├── debug_proto_fungi.gin │ │ │ ├── debug_proto_mini_imagenet.gin │ │ │ ├── maml_all.gin │ │ │ ├── maml_imagenet.gin │ │ │ ├── maml_init_with_proto_all.gin │ │ │ ├── maml_init_with_proto_imagenet.gin │ │ │ ├── maml_init_with_proto_inference_all.gin │ │ │ ├── maml_init_with_proto_inference_imagenet.gin │ │ │ ├── maml_init_with_proto_mini_imagenet_fiveshot.gin │ │ │ ├── maml_init_with_proto_mini_imagenet_oneshot.gin │ │ │ ├── maml_mini_imagenet_fiveshot.gin │ │ │ ├── maml_mini_imagenet_oneshot.gin │ │ │ ├── maml_protonet_all.gin │ │ │ ├── matching_all.gin │ │ │ ├── matching_imagenet.gin │ │ │ ├── matching_inference_all.gin │ │ │ ├── matching_inference_imagenet.gin │ │ │ ├── matching_mini_imagenet_fiveshot.gin │ │ │ ├── matching_mini_imagenet_oneshot.gin │ │ │ ├── prototypical_all.gin │ │ │ ├── prototypical_imagenet.gin │ │ │ ├── prototypical_inference_all.gin │ │ │ ├── prototypical_inference_imagenet.gin │ │ │ ├── prototypical_mini_imagenet_fiveshot.gin │ │ │ ├── prototypical_mini_imagenet_oneshot.gin │ │ │ ├── relationnet_all.gin │ │ │ ├── relationnet_imagenet.gin │ │ │ ├── relationnet_mini_imagenet_fiveshot.gin │ │ │ └── relationnet_mini_imagenet_oneshot.gin │ │ │ ├── models │ │ │ ├── baseline_config.gin │ │ │ ├── baseline_cosine_config.gin │ │ │ ├── baselinefinetune_config.gin │ │ │ ├── baselinefinetune_cosine_config.gin │ │ │ ├── learner_config.gin │ │ │ ├── maml_config.gin │ │ │ ├── maml_init_with_proto_config.gin │ │ │ ├── matching_config.gin │ │ │ ├── prototypical_config.gin │ │ │ └── relationnet_config.gin │ │ │ └── setups │ │ │ ├── all.gin │ │ │ ├── all_datasets.gin │ │ │ ├── data_config.gin │ │ │ ├── data_config_feature.gin │ │ │ ├── fixed_way_and_shot.gin │ │ │ ├── imagenet.gin │ │ │ ├── learn_config.gin │ │ │ ├── learn_config_debug.gin │ │ │ ├── mini_imagenet.gin │ │ │ └── variable_way_and_shot.gin │ ├── learner.py │ ├── train.py │ ├── trainer.py │ └── trainer_test.py ├── models │ ├── __init__.py │ ├── classifier.py │ ├── convnet4.py │ ├── meta_baseline.py │ ├── models.py │ ├── resnet.py │ └── resnet12.py ├── train_classifier.py ├── train_meta.py ├── train_multi_classifier.py ├── use_meta_dataset.py └── utils.py ├── models ├── __init__.py ├── classifier.py ├── convnet4.py ├── meta_baseline.py ├── models.py ├── resnet.py └── resnet12.py ├── test_few_shot.py ├── train_classifier.py ├── train_meta.py └── utils ├── __init__.py └── few_shot.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/README.md -------------------------------------------------------------------------------- /configs/test_few_shot.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/configs/test_few_shot.yaml -------------------------------------------------------------------------------- /configs/train_classifier_im800.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/configs/train_classifier_im800.yaml -------------------------------------------------------------------------------- /configs/train_classifier_mini.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/configs/train_classifier_mini.yaml -------------------------------------------------------------------------------- /configs/train_classifier_tiered.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/configs/train_classifier_tiered.yaml -------------------------------------------------------------------------------- /configs/train_meta_im800.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/configs/train_meta_im800.yaml -------------------------------------------------------------------------------- /configs/train_meta_mini.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/configs/train_meta_mini.yaml -------------------------------------------------------------------------------- /configs/train_meta_tiered.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/configs/train_meta_tiered.yaml -------------------------------------------------------------------------------- /datasets/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/datasets/__init__.py -------------------------------------------------------------------------------- /datasets/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/datasets/datasets.py -------------------------------------------------------------------------------- /datasets/image_folder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/datasets/image_folder.py -------------------------------------------------------------------------------- /datasets/mini_imagenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/datasets/mini_imagenet.py -------------------------------------------------------------------------------- /datasets/samplers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/datasets/samplers.py -------------------------------------------------------------------------------- /datasets/tiered_imagenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/datasets/tiered_imagenet.py -------------------------------------------------------------------------------- /materials/imagenet-800_split.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/materials/imagenet-800_split.json -------------------------------------------------------------------------------- /meta-dataset/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/README.md -------------------------------------------------------------------------------- /meta-dataset/configs/test.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/configs/test.yaml -------------------------------------------------------------------------------- /meta-dataset/configs/train_classifier.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/configs/train_classifier.yaml -------------------------------------------------------------------------------- /meta-dataset/configs/train_meta.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/configs/train_meta.yaml -------------------------------------------------------------------------------- /meta-dataset/configs/train_multi_classifier.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/configs/train_multi_classifier.yaml -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/__init__.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/analysis/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/analysis/__init__.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/analysis/select_best_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/analysis/select_best_model.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/analyze.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/analyze.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/data/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/data/__init__.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/data/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/data/config.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/data/dataset_spec.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/data/dataset_spec.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/data/decoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/data/decoder.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/data/decoder_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/data/decoder_test.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/data/imagenet_specification.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/data/imagenet_specification.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/data/imagenet_specification_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/data/imagenet_specification_test.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/data/imagenet_stats.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/data/imagenet_stats.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/data/learning_spec.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/data/learning_spec.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/data/pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/data/pipeline.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/data/pipeline_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/data/pipeline_test.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/data/providers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/data/providers.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/data/reader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/data/reader.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/data/reader_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/data/reader_test.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/data/sampling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/data/sampling.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/data/sampling_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/data/sampling_test.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/data/test_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/data/test_utils.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/ImageNet_CUBirds_duplicates.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/ImageNet_CUBirds_duplicates.txt -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/ImageNet_Caltech101_duplicates.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/ImageNet_Caltech101_duplicates.txt -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/ImageNet_Caltech256_duplicates.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/ImageNet_Caltech256_duplicates.txt -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/TrafficSign_labels.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/TrafficSign_labels.txt -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/VggFlower_labels.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/VggFlower_labels.txt -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/__init__.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/convert_datasets_to_records.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/convert_datasets_to_records.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/dataset_specs/aircraft_dataset_spec.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/dataset_specs/aircraft_dataset_spec.json -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/dataset_specs/cu_birds_dataset_spec.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/dataset_specs/cu_birds_dataset_spec.json -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/dataset_specs/dtd_dataset_spec.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/dataset_specs/dtd_dataset_spec.json -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/dataset_specs/fungi_dataset_spec.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/dataset_specs/fungi_dataset_spec.json -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/dataset_specs/ilsvrc_2012_dataset_spec.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/dataset_specs/ilsvrc_2012_dataset_spec.json -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/dataset_specs/mscoco_dataset_spec.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/dataset_specs/mscoco_dataset_spec.json -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/dataset_specs/omniglot_dataset_spec.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/dataset_specs/omniglot_dataset_spec.json -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/dataset_specs/quickdraw_dataset_spec.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/dataset_specs/quickdraw_dataset_spec.json -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/dataset_specs/traffic_sign_dataset_spec.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/dataset_specs/traffic_sign_dataset_spec.json -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/dataset_specs/vgg_flower_dataset_spec.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/dataset_specs/vgg_flower_dataset_spec.json -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/dataset_to_records.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/dataset_to_records.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/splits/aircraft_splits.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/splits/aircraft_splits.json -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/splits/cu_birds_splits.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/splits/cu_birds_splits.json -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/splits/dtd_splits.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/splits/dtd_splits.json -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/splits/fungi_splits.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/splits/fungi_splits.json -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/splits/mscoco_splits.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/splits/mscoco_splits.json -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/splits/quickdraw_splits.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/splits/quickdraw_splits.json -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/splits/traffic_sign_splits.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/splits/traffic_sign_splits.json -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/dataset_conversion/splits/vgg_flower_splits.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/dataset_conversion/splits/vgg_flower_splits.json -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/baseline_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/baseline_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/baseline_all_option_to_pretrain.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/baseline_all_option_to_pretrain.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/baseline_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/baseline_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/baseline_imagenet_convnet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/baseline_imagenet_convnet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/baseline_imagenet_option_to_pretrain.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/baseline_imagenet_option_to_pretrain.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/baseline_imagenet_resnet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/baseline_imagenet_resnet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/baseline_imagenet_wide_resnet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/baseline_imagenet_wide_resnet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/baselinefinetune_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/baselinefinetune_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/baselinefinetune_all_option_to_pretrain.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/baselinefinetune_all_option_to_pretrain.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/baselinefinetune_cosine_mini_imagenet_fiveshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/baselinefinetune_cosine_mini_imagenet_fiveshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/baselinefinetune_cosine_mini_imagenet_oneshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/baselinefinetune_cosine_mini_imagenet_oneshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/baselinefinetune_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/baselinefinetune_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/baselinefinetune_imagenet_option_to_pretrain.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/baselinefinetune_imagenet_option_to_pretrain.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/baselinefinetune_mini_imagenet_fiveshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/baselinefinetune_mini_imagenet_fiveshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/baselinefinetune_mini_imagenet_oneshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/baselinefinetune_mini_imagenet_oneshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/maml_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/maml_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/maml_all_from_scratch.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/maml_all_from_scratch.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/maml_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/maml_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/maml_imagenet_from_scratch.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/maml_imagenet_from_scratch.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/maml_init_with_proto_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/maml_init_with_proto_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/maml_init_with_proto_all_from_scratch.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/maml_init_with_proto_all_from_scratch.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/maml_init_with_proto_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/maml_init_with_proto_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/maml_init_with_proto_imagenet_from_scratch.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/maml_init_with_proto_imagenet_from_scratch.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/maml_init_with_proto_inference_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/maml_init_with_proto_inference_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/maml_init_with_proto_inference_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/maml_init_with_proto_inference_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/matching_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/matching_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/matching_all_from_scratch.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/matching_all_from_scratch.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/matching_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/matching_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/matching_imagenet_from_scratch.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/matching_imagenet_from_scratch.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/matching_inference_all_option_to_pretrain.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/matching_inference_all_option_to_pretrain.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/matching_inference_imagenet_option_to_pretrain.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/matching_inference_imagenet_option_to_pretrain.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/prototypical_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/prototypical_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/prototypical_all_from_scratch.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/prototypical_all_from_scratch.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/prototypical_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/prototypical_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/prototypical_imagenet_from_scratch.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/prototypical_imagenet_from_scratch.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/prototypical_inference_all_option_to_pretrain.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/prototypical_inference_all_option_to_pretrain.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/prototypical_inference_imagenet_option_to_pretrain.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/prototypical_inference_imagenet_option_to_pretrain.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/relationnet_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/relationnet_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/relationnet_all_from_scratch.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/relationnet_all_from_scratch.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/relationnet_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/relationnet_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/relationnet_imagenet_from_scratch.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/relationnet_imagenet_from_scratch.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/best/relationnet_mini_imagenet_fiveshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/best/relationnet_mini_imagenet_fiveshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/baseline_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/baseline_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/baseline_cosine_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/baseline_cosine_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/baseline_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/baseline_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/baseline_mini_imagenet_fiveshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/baseline_mini_imagenet_fiveshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/baseline_mini_imagenet_oneshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/baseline_mini_imagenet_oneshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/baselinefinetune_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/baselinefinetune_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/baselinefinetune_cosine_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/baselinefinetune_cosine_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/baselinefinetune_cosine_mini_imagenet_fiveshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/baselinefinetune_cosine_mini_imagenet_fiveshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/baselinefinetune_cosine_mini_imagenet_oneshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/baselinefinetune_cosine_mini_imagenet_oneshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/baselinefinetune_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/baselinefinetune_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/baselinefinetune_mini_imagenet_fiveshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/baselinefinetune_mini_imagenet_fiveshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/baselinefinetune_mini_imagenet_oneshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/baselinefinetune_mini_imagenet_oneshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/debug_proto_fungi.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/debug_proto_fungi.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/debug_proto_mini_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/debug_proto_mini_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/maml_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/maml_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/maml_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/maml_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/maml_init_with_proto_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/maml_init_with_proto_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/maml_init_with_proto_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/maml_init_with_proto_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/maml_init_with_proto_inference_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/maml_init_with_proto_inference_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/maml_init_with_proto_inference_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/maml_init_with_proto_inference_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/maml_init_with_proto_mini_imagenet_fiveshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/maml_init_with_proto_mini_imagenet_fiveshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/maml_init_with_proto_mini_imagenet_oneshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/maml_init_with_proto_mini_imagenet_oneshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/maml_mini_imagenet_fiveshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/maml_mini_imagenet_fiveshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/maml_mini_imagenet_oneshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/maml_mini_imagenet_oneshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/maml_protonet_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/maml_protonet_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/matching_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/matching_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/matching_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/matching_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/matching_inference_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/matching_inference_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/matching_inference_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/matching_inference_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/matching_mini_imagenet_fiveshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/matching_mini_imagenet_fiveshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/matching_mini_imagenet_oneshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/matching_mini_imagenet_oneshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/prototypical_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/prototypical_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/prototypical_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/prototypical_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/prototypical_inference_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/prototypical_inference_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/prototypical_inference_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/prototypical_inference_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/prototypical_mini_imagenet_fiveshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/prototypical_mini_imagenet_fiveshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/prototypical_mini_imagenet_oneshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/prototypical_mini_imagenet_oneshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/relationnet_all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/relationnet_all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/relationnet_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/relationnet_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/relationnet_mini_imagenet_fiveshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/relationnet_mini_imagenet_fiveshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/default/relationnet_mini_imagenet_oneshot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/default/relationnet_mini_imagenet_oneshot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/models/baseline_config.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/models/baseline_config.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/models/baseline_cosine_config.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/models/baseline_cosine_config.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/models/baselinefinetune_config.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/models/baselinefinetune_config.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/models/baselinefinetune_cosine_config.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/models/baselinefinetune_cosine_config.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/models/learner_config.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/models/learner_config.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/models/maml_config.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/models/maml_config.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/models/maml_init_with_proto_config.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/models/maml_init_with_proto_config.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/models/matching_config.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/models/matching_config.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/models/prototypical_config.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/models/prototypical_config.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/models/relationnet_config.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/models/relationnet_config.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/setups/all.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/setups/all.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/setups/all_datasets.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/setups/all_datasets.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/setups/data_config.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/setups/data_config.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/setups/data_config_feature.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/setups/data_config_feature.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/setups/fixed_way_and_shot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/setups/fixed_way_and_shot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/setups/imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/setups/imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/setups/learn_config.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/setups/learn_config.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/setups/learn_config_debug.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/setups/learn_config_debug.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/setups/mini_imagenet.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/setups/mini_imagenet.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learn/gin/setups/variable_way_and_shot.gin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learn/gin/setups/variable_way_and_shot.gin -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/learner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/learner.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/train.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/trainer.py -------------------------------------------------------------------------------- /meta-dataset/meta_dataset/trainer_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/meta_dataset/trainer_test.py -------------------------------------------------------------------------------- /meta-dataset/models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/models/__init__.py -------------------------------------------------------------------------------- /meta-dataset/models/classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/models/classifier.py -------------------------------------------------------------------------------- /meta-dataset/models/convnet4.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/models/convnet4.py -------------------------------------------------------------------------------- /meta-dataset/models/meta_baseline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/models/meta_baseline.py -------------------------------------------------------------------------------- /meta-dataset/models/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/models/models.py -------------------------------------------------------------------------------- /meta-dataset/models/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/models/resnet.py -------------------------------------------------------------------------------- /meta-dataset/models/resnet12.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/models/resnet12.py -------------------------------------------------------------------------------- /meta-dataset/train_classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/train_classifier.py -------------------------------------------------------------------------------- /meta-dataset/train_meta.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/train_meta.py -------------------------------------------------------------------------------- /meta-dataset/train_multi_classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/train_multi_classifier.py -------------------------------------------------------------------------------- /meta-dataset/use_meta_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/use_meta_dataset.py -------------------------------------------------------------------------------- /meta-dataset/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/meta-dataset/utils.py -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/models/__init__.py -------------------------------------------------------------------------------- /models/classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/models/classifier.py -------------------------------------------------------------------------------- /models/convnet4.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/models/convnet4.py -------------------------------------------------------------------------------- /models/meta_baseline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/models/meta_baseline.py -------------------------------------------------------------------------------- /models/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/models/models.py -------------------------------------------------------------------------------- /models/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/models/resnet.py -------------------------------------------------------------------------------- /models/resnet12.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/models/resnet12.py -------------------------------------------------------------------------------- /test_few_shot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/test_few_shot.py -------------------------------------------------------------------------------- /train_classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/train_classifier.py -------------------------------------------------------------------------------- /train_meta.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/train_meta.py -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/utils/__init__.py -------------------------------------------------------------------------------- /utils/few_shot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yinboc/few-shot-meta-baseline/HEAD/utils/few_shot.py --------------------------------------------------------------------------------