├── .flake8 ├── .gitattributes ├── .gitignore ├── .pre-commit-config.yaml ├── README.md ├── black.toml ├── conf ├── augmentation │ └── basic_augs.yaml ├── callbacks │ └── callbacks.yaml ├── config.yaml ├── data │ └── data.yaml ├── dataset │ └── wheat.yaml ├── logging │ └── tensorboard.yaml ├── loss │ └── wrmsse.yaml ├── model │ └── basic_fastrcnn.yaml ├── optimizer │ ├── adam.yaml │ ├── adamw.yaml │ └── sgd.yaml ├── private │ └── default.yaml ├── scheduler │ ├── cosine.yaml │ ├── cosinewarm.yaml │ ├── cyclic.yaml │ ├── multi_step_reg.yaml │ ├── plateau.yaml │ └── step.yaml ├── trainer │ └── default_trainer.yaml └── training │ └── default_training.yaml ├── experiments_overview.py ├── hydra_predict.py ├── hydra_run.py ├── requirements.txt └── src ├── __init__.py ├── lightning_classes └── lightning_wheat.py ├── models ├── decoders │ └── basic_decoder.py ├── encoders │ ├── basic_encoder.py │ └── efficientnet_encoder.py ├── layers │ ├── activation_functions.py │ └── layers.py └── simple_model.py └── utils ├── __init__.py ├── callbacks.py ├── coco_eval.py ├── coco_transforms.py ├── coco_utils.py ├── dataset.py ├── detection_utils.py ├── get_dataset.py ├── get_model.py ├── loggers.py └── utils.py /.flake8: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/.flake8 -------------------------------------------------------------------------------- /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/.gitignore -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/.pre-commit-config.yaml -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/README.md -------------------------------------------------------------------------------- /black.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/black.toml -------------------------------------------------------------------------------- /conf/augmentation/basic_augs.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/conf/augmentation/basic_augs.yaml -------------------------------------------------------------------------------- /conf/callbacks/callbacks.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/conf/callbacks/callbacks.yaml -------------------------------------------------------------------------------- /conf/config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/conf/config.yaml -------------------------------------------------------------------------------- /conf/data/data.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/conf/data/data.yaml -------------------------------------------------------------------------------- /conf/dataset/wheat.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/conf/dataset/wheat.yaml -------------------------------------------------------------------------------- /conf/logging/tensorboard.yaml: -------------------------------------------------------------------------------- 1 | logging: 2 | log: True 3 | -------------------------------------------------------------------------------- /conf/loss/wrmsse.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/conf/loss/wrmsse.yaml -------------------------------------------------------------------------------- /conf/model/basic_fastrcnn.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/conf/model/basic_fastrcnn.yaml -------------------------------------------------------------------------------- /conf/optimizer/adam.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/conf/optimizer/adam.yaml -------------------------------------------------------------------------------- /conf/optimizer/adamw.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/conf/optimizer/adamw.yaml -------------------------------------------------------------------------------- /conf/optimizer/sgd.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/conf/optimizer/sgd.yaml -------------------------------------------------------------------------------- /conf/private/default.yaml: -------------------------------------------------------------------------------- 1 | private: 2 | -------------------------------------------------------------------------------- /conf/scheduler/cosine.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/conf/scheduler/cosine.yaml -------------------------------------------------------------------------------- /conf/scheduler/cosinewarm.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/conf/scheduler/cosinewarm.yaml -------------------------------------------------------------------------------- /conf/scheduler/cyclic.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/conf/scheduler/cyclic.yaml -------------------------------------------------------------------------------- /conf/scheduler/multi_step_reg.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/conf/scheduler/multi_step_reg.yaml -------------------------------------------------------------------------------- /conf/scheduler/plateau.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/conf/scheduler/plateau.yaml -------------------------------------------------------------------------------- /conf/scheduler/step.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/conf/scheduler/step.yaml -------------------------------------------------------------------------------- /conf/trainer/default_trainer.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/conf/trainer/default_trainer.yaml -------------------------------------------------------------------------------- /conf/training/default_training.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/conf/training/default_training.yaml -------------------------------------------------------------------------------- /experiments_overview.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/experiments_overview.py -------------------------------------------------------------------------------- /hydra_predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/hydra_predict.py -------------------------------------------------------------------------------- /hydra_run.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/hydra_run.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/requirements.txt -------------------------------------------------------------------------------- /src/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/lightning_classes/lightning_wheat.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/src/lightning_classes/lightning_wheat.py -------------------------------------------------------------------------------- /src/models/decoders/basic_decoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/src/models/decoders/basic_decoder.py -------------------------------------------------------------------------------- /src/models/encoders/basic_encoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/src/models/encoders/basic_encoder.py -------------------------------------------------------------------------------- /src/models/encoders/efficientnet_encoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/src/models/encoders/efficientnet_encoder.py -------------------------------------------------------------------------------- /src/models/layers/activation_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/src/models/layers/activation_functions.py -------------------------------------------------------------------------------- /src/models/layers/layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/src/models/layers/layers.py -------------------------------------------------------------------------------- /src/models/simple_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/src/models/simple_model.py -------------------------------------------------------------------------------- /src/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/utils/callbacks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/src/utils/callbacks.py -------------------------------------------------------------------------------- /src/utils/coco_eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/src/utils/coco_eval.py -------------------------------------------------------------------------------- /src/utils/coco_transforms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/src/utils/coco_transforms.py -------------------------------------------------------------------------------- /src/utils/coco_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/src/utils/coco_utils.py -------------------------------------------------------------------------------- /src/utils/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/src/utils/dataset.py -------------------------------------------------------------------------------- /src/utils/detection_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/src/utils/detection_utils.py -------------------------------------------------------------------------------- /src/utils/get_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/src/utils/get_dataset.py -------------------------------------------------------------------------------- /src/utils/get_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/src/utils/get_model.py -------------------------------------------------------------------------------- /src/utils/loggers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/src/utils/loggers.py -------------------------------------------------------------------------------- /src/utils/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Erlemar/wheat/HEAD/src/utils/utils.py --------------------------------------------------------------------------------