├── .gitignore ├── LICENSE ├── README.md ├── check_images.py ├── datasets ├── __init__.py ├── dataset_utils.py ├── pascalvoc_datasets.py └── pascalvoc_to_tfrecords.py ├── demo ├── __init__.py ├── demo.py └── images │ ├── 000001.jpg │ ├── 000002.jpg │ ├── 000003.jpg │ ├── 000004.jpg │ ├── 000006.jpg │ ├── 000008.jpg │ ├── 000009.jpg │ ├── 000010.jpg │ ├── 000022.jpg │ ├── 004487.jpg │ ├── 006409.jpg │ ├── 006760.jpg │ ├── 008134.jpg │ ├── dog.jpg │ ├── eagle.jpg │ ├── horses.jpg │ ├── person.jpg │ └── street.jpg ├── evaluate_model.py ├── exercise ├── __init__.py ├── broadcast.py ├── convert_flowers.py ├── data_generator.py ├── eval_classifier_mgr.py ├── finetune_inception_v3_on_flowers.py ├── pretrained.py ├── readfromtfrecord_batch.py ├── readfromtfrecord_seqential.py ├── readfromtfrecords_batch_eval.py ├── readfromtfrecords_batch_train.py ├── sklearn_map_metrics_2.py ├── sklearn_mapmetrics.py ├── slim_eval_test.py ├── slim_train_test.py ├── slim_walk.py ├── tensorlfowapi.py ├── tensorlfowapi_dropout.py ├── tf_broadcast.py ├── train_classifier_mgr.py ├── v3_pipeline_test.py ├── vgg16.py └── writetotfrecord.py ├── history └── notes.txt ├── nets ├── __init__.py ├── custom_layers.py ├── np_methods.py ├── ssd.py └── ssd_common.py ├── postprocessing ├── __init__.py └── eval_voc.py ├── postprocessingdata.py ├── preparedata.py ├── preprocessing ├── __init__.py ├── inception_preprocessing.py ├── preprocessing_factory.py ├── ssd_vgg_preprocessing.py ├── tf_image.py └── vgg_preprocessing.py ├── run_all_checkpoints.py ├── testcodes ├── __init__.py ├── check_encoding.py └── checktfrecords.py ├── tf_extended ├── __init__.py ├── bboxes.py ├── image.py ├── math.py ├── metrics.py └── tensors.py ├── tf_utils.py ├── train_model.py ├── utility ├── __init__.py ├── dumpload.py └── visualization.py └── writeup ├── Default_Boxes.png ├── bottle_accuracy.png ├── dog.png ├── horse_person.png ├── many_people.png ├── model_architecture.png ├── motor_car.png ├── total_loss.png ├── train_eval.png ├── two_cars.png └── two_person_one_bottle.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/README.md -------------------------------------------------------------------------------- /check_images.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/check_images.py -------------------------------------------------------------------------------- /datasets/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /datasets/dataset_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/datasets/dataset_utils.py -------------------------------------------------------------------------------- /datasets/pascalvoc_datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/datasets/pascalvoc_datasets.py -------------------------------------------------------------------------------- /datasets/pascalvoc_to_tfrecords.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/datasets/pascalvoc_to_tfrecords.py -------------------------------------------------------------------------------- /demo/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /demo/demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/demo.py -------------------------------------------------------------------------------- /demo/images/000001.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/images/000001.jpg -------------------------------------------------------------------------------- /demo/images/000002.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/images/000002.jpg -------------------------------------------------------------------------------- /demo/images/000003.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/images/000003.jpg -------------------------------------------------------------------------------- /demo/images/000004.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/images/000004.jpg -------------------------------------------------------------------------------- /demo/images/000006.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/images/000006.jpg -------------------------------------------------------------------------------- /demo/images/000008.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/images/000008.jpg -------------------------------------------------------------------------------- /demo/images/000009.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/images/000009.jpg -------------------------------------------------------------------------------- /demo/images/000010.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/images/000010.jpg -------------------------------------------------------------------------------- /demo/images/000022.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/images/000022.jpg -------------------------------------------------------------------------------- /demo/images/004487.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/images/004487.jpg -------------------------------------------------------------------------------- /demo/images/006409.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/images/006409.jpg -------------------------------------------------------------------------------- /demo/images/006760.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/images/006760.jpg -------------------------------------------------------------------------------- /demo/images/008134.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/images/008134.jpg -------------------------------------------------------------------------------- /demo/images/dog.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/images/dog.jpg -------------------------------------------------------------------------------- /demo/images/eagle.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/images/eagle.jpg -------------------------------------------------------------------------------- /demo/images/horses.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/images/horses.jpg -------------------------------------------------------------------------------- /demo/images/person.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/images/person.jpg -------------------------------------------------------------------------------- /demo/images/street.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/demo/images/street.jpg -------------------------------------------------------------------------------- /evaluate_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/evaluate_model.py -------------------------------------------------------------------------------- /exercise/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /exercise/broadcast.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/broadcast.py -------------------------------------------------------------------------------- /exercise/convert_flowers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/convert_flowers.py -------------------------------------------------------------------------------- /exercise/data_generator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/data_generator.py -------------------------------------------------------------------------------- /exercise/eval_classifier_mgr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/eval_classifier_mgr.py -------------------------------------------------------------------------------- /exercise/finetune_inception_v3_on_flowers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/finetune_inception_v3_on_flowers.py -------------------------------------------------------------------------------- /exercise/pretrained.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/pretrained.py -------------------------------------------------------------------------------- /exercise/readfromtfrecord_batch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/readfromtfrecord_batch.py -------------------------------------------------------------------------------- /exercise/readfromtfrecord_seqential.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/readfromtfrecord_seqential.py -------------------------------------------------------------------------------- /exercise/readfromtfrecords_batch_eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/readfromtfrecords_batch_eval.py -------------------------------------------------------------------------------- /exercise/readfromtfrecords_batch_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/readfromtfrecords_batch_train.py -------------------------------------------------------------------------------- /exercise/sklearn_map_metrics_2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/sklearn_map_metrics_2.py -------------------------------------------------------------------------------- /exercise/sklearn_mapmetrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/sklearn_mapmetrics.py -------------------------------------------------------------------------------- /exercise/slim_eval_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/slim_eval_test.py -------------------------------------------------------------------------------- /exercise/slim_train_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/slim_train_test.py -------------------------------------------------------------------------------- /exercise/slim_walk.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/slim_walk.py -------------------------------------------------------------------------------- /exercise/tensorlfowapi.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/tensorlfowapi.py -------------------------------------------------------------------------------- /exercise/tensorlfowapi_dropout.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/tensorlfowapi_dropout.py -------------------------------------------------------------------------------- /exercise/tf_broadcast.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/tf_broadcast.py -------------------------------------------------------------------------------- /exercise/train_classifier_mgr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/train_classifier_mgr.py -------------------------------------------------------------------------------- /exercise/v3_pipeline_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/v3_pipeline_test.py -------------------------------------------------------------------------------- /exercise/vgg16.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/vgg16.py -------------------------------------------------------------------------------- /exercise/writetotfrecord.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/exercise/writetotfrecord.py -------------------------------------------------------------------------------- /history/notes.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/history/notes.txt -------------------------------------------------------------------------------- /nets/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /nets/custom_layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/nets/custom_layers.py -------------------------------------------------------------------------------- /nets/np_methods.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/nets/np_methods.py -------------------------------------------------------------------------------- /nets/ssd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/nets/ssd.py -------------------------------------------------------------------------------- /nets/ssd_common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/nets/ssd_common.py -------------------------------------------------------------------------------- /postprocessing/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /postprocessing/eval_voc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/postprocessing/eval_voc.py -------------------------------------------------------------------------------- /postprocessingdata.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/postprocessingdata.py -------------------------------------------------------------------------------- /preparedata.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/preparedata.py -------------------------------------------------------------------------------- /preprocessing/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /preprocessing/inception_preprocessing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/preprocessing/inception_preprocessing.py -------------------------------------------------------------------------------- /preprocessing/preprocessing_factory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/preprocessing/preprocessing_factory.py -------------------------------------------------------------------------------- /preprocessing/ssd_vgg_preprocessing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/preprocessing/ssd_vgg_preprocessing.py -------------------------------------------------------------------------------- /preprocessing/tf_image.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/preprocessing/tf_image.py -------------------------------------------------------------------------------- /preprocessing/vgg_preprocessing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/preprocessing/vgg_preprocessing.py -------------------------------------------------------------------------------- /run_all_checkpoints.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/run_all_checkpoints.py -------------------------------------------------------------------------------- /testcodes/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /testcodes/check_encoding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/testcodes/check_encoding.py -------------------------------------------------------------------------------- /testcodes/checktfrecords.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/testcodes/checktfrecords.py -------------------------------------------------------------------------------- /tf_extended/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/tf_extended/__init__.py -------------------------------------------------------------------------------- /tf_extended/bboxes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/tf_extended/bboxes.py -------------------------------------------------------------------------------- /tf_extended/image.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tf_extended/math.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/tf_extended/math.py -------------------------------------------------------------------------------- /tf_extended/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/tf_extended/metrics.py -------------------------------------------------------------------------------- /tf_extended/tensors.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/tf_extended/tensors.py -------------------------------------------------------------------------------- /tf_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/tf_utils.py -------------------------------------------------------------------------------- /train_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/train_model.py -------------------------------------------------------------------------------- /utility/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utility/dumpload.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/utility/dumpload.py -------------------------------------------------------------------------------- /utility/visualization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/utility/visualization.py -------------------------------------------------------------------------------- /writeup/Default_Boxes.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/writeup/Default_Boxes.png -------------------------------------------------------------------------------- /writeup/bottle_accuracy.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/writeup/bottle_accuracy.png -------------------------------------------------------------------------------- /writeup/dog.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/writeup/dog.png -------------------------------------------------------------------------------- /writeup/horse_person.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/writeup/horse_person.png -------------------------------------------------------------------------------- /writeup/many_people.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/writeup/many_people.png -------------------------------------------------------------------------------- /writeup/model_architecture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/writeup/model_architecture.png -------------------------------------------------------------------------------- /writeup/motor_car.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/writeup/motor_car.png -------------------------------------------------------------------------------- /writeup/total_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/writeup/total_loss.png -------------------------------------------------------------------------------- /writeup/train_eval.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/writeup/train_eval.png -------------------------------------------------------------------------------- /writeup/two_cars.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/writeup/two_cars.png -------------------------------------------------------------------------------- /writeup/two_person_one_bottle.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LevinJ/SSD_tensorflow_VOC/HEAD/writeup/two_person_one_bottle.png --------------------------------------------------------------------------------