├── Codes_info.pdf ├── Future Work Papers ├── 1606.08572.pdf └── 1703.05393.pdf ├── LICENSE ├── README.md ├── _config.yml ├── birds_images ├── bird_1.png ├── bird_10.png ├── bird_11.png ├── bird_2.png ├── bird_3.png ├── bird_4.png ├── bird_5.png ├── bird_6.png ├── bird_7.png ├── bird_8.png └── bird_9.png ├── create_validation.py ├── data_augmentation.py ├── data_augmentation ├── README.md └── data_augmentation.py ├── evaluate.py ├── features ├── X_test_features.npy ├── X_trains_features.npy ├── Y_test_features.npy └── Y_trains_features.npy ├── final_confusion_matrix.jpeg ├── gen_train_data_test_data.py ├── inception_resnet_v2_finetune.py ├── inception_resnet_v2_model.json ├── inception_v3_finetune.py ├── inception_v3_model.json ├── mask_rcnn.jpg ├── mask_rcnn ├── coco │ ├── __pycache__ │ │ └── coco.cpython-36.pyc │ └── coco.py ├── mrcnn │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── model.cpython-36.pyc │ │ ├── utils.cpython-36.pyc │ │ └── visualize.cpython-36.pyc │ ├── config.py │ ├── model.py │ ├── parallel_model.py │ ├── utils.py │ └── visualize.py ├── rcnn_crops.py ├── requirements.txt ├── setup.cfg └── test_images.py ├── modify_data.py ├── prediction_files ├── Y_pred_inception_resnet.npy ├── Y_pred_inceptionv3.npy ├── Y_test.npy └── siamese_predictions.npy ├── requirements.txt └── training log files └── outs.txt /Codes_info.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/Codes_info.pdf -------------------------------------------------------------------------------- /Future Work Papers/1606.08572.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/Future Work Papers/1606.08572.pdf -------------------------------------------------------------------------------- /Future Work Papers/1703.05393.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/Future Work Papers/1703.05393.pdf -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/README.md -------------------------------------------------------------------------------- /_config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/_config.yml -------------------------------------------------------------------------------- /birds_images/bird_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/birds_images/bird_1.png -------------------------------------------------------------------------------- /birds_images/bird_10.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/birds_images/bird_10.png -------------------------------------------------------------------------------- /birds_images/bird_11.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/birds_images/bird_11.png -------------------------------------------------------------------------------- /birds_images/bird_2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/birds_images/bird_2.png -------------------------------------------------------------------------------- /birds_images/bird_3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/birds_images/bird_3.png -------------------------------------------------------------------------------- /birds_images/bird_4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/birds_images/bird_4.png -------------------------------------------------------------------------------- /birds_images/bird_5.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/birds_images/bird_5.png -------------------------------------------------------------------------------- /birds_images/bird_6.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/birds_images/bird_6.png -------------------------------------------------------------------------------- /birds_images/bird_7.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/birds_images/bird_7.png -------------------------------------------------------------------------------- /birds_images/bird_8.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/birds_images/bird_8.png -------------------------------------------------------------------------------- /birds_images/bird_9.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/birds_images/bird_9.png -------------------------------------------------------------------------------- /create_validation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/create_validation.py -------------------------------------------------------------------------------- /data_augmentation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/data_augmentation.py -------------------------------------------------------------------------------- /data_augmentation/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/data_augmentation/README.md -------------------------------------------------------------------------------- /data_augmentation/data_augmentation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/data_augmentation/data_augmentation.py -------------------------------------------------------------------------------- /evaluate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/evaluate.py -------------------------------------------------------------------------------- /features/X_test_features.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/features/X_test_features.npy -------------------------------------------------------------------------------- /features/X_trains_features.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/features/X_trains_features.npy -------------------------------------------------------------------------------- /features/Y_test_features.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/features/Y_test_features.npy -------------------------------------------------------------------------------- /features/Y_trains_features.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/features/Y_trains_features.npy -------------------------------------------------------------------------------- /final_confusion_matrix.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/final_confusion_matrix.jpeg -------------------------------------------------------------------------------- /gen_train_data_test_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/gen_train_data_test_data.py -------------------------------------------------------------------------------- /inception_resnet_v2_finetune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/inception_resnet_v2_finetune.py -------------------------------------------------------------------------------- /inception_resnet_v2_model.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/inception_resnet_v2_model.json -------------------------------------------------------------------------------- /inception_v3_finetune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/inception_v3_finetune.py -------------------------------------------------------------------------------- /inception_v3_model.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/inception_v3_model.json -------------------------------------------------------------------------------- /mask_rcnn.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/mask_rcnn.jpg -------------------------------------------------------------------------------- /mask_rcnn/coco/__pycache__/coco.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/mask_rcnn/coco/__pycache__/coco.cpython-36.pyc -------------------------------------------------------------------------------- /mask_rcnn/coco/coco.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/mask_rcnn/coco/coco.py -------------------------------------------------------------------------------- /mask_rcnn/mrcnn/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /mask_rcnn/mrcnn/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/mask_rcnn/mrcnn/__pycache__/__init__.cpython-36.pyc -------------------------------------------------------------------------------- /mask_rcnn/mrcnn/__pycache__/model.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/mask_rcnn/mrcnn/__pycache__/model.cpython-36.pyc -------------------------------------------------------------------------------- /mask_rcnn/mrcnn/__pycache__/utils.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/mask_rcnn/mrcnn/__pycache__/utils.cpython-36.pyc -------------------------------------------------------------------------------- /mask_rcnn/mrcnn/__pycache__/visualize.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/mask_rcnn/mrcnn/__pycache__/visualize.cpython-36.pyc -------------------------------------------------------------------------------- /mask_rcnn/mrcnn/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/mask_rcnn/mrcnn/config.py -------------------------------------------------------------------------------- /mask_rcnn/mrcnn/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/mask_rcnn/mrcnn/model.py -------------------------------------------------------------------------------- /mask_rcnn/mrcnn/parallel_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/mask_rcnn/mrcnn/parallel_model.py -------------------------------------------------------------------------------- /mask_rcnn/mrcnn/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/mask_rcnn/mrcnn/utils.py -------------------------------------------------------------------------------- /mask_rcnn/mrcnn/visualize.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/mask_rcnn/mrcnn/visualize.py -------------------------------------------------------------------------------- /mask_rcnn/rcnn_crops.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/mask_rcnn/rcnn_crops.py -------------------------------------------------------------------------------- /mask_rcnn/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/mask_rcnn/requirements.txt -------------------------------------------------------------------------------- /mask_rcnn/setup.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/mask_rcnn/setup.cfg -------------------------------------------------------------------------------- /mask_rcnn/test_images.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/mask_rcnn/test_images.py -------------------------------------------------------------------------------- /modify_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/modify_data.py -------------------------------------------------------------------------------- /prediction_files/Y_pred_inception_resnet.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/prediction_files/Y_pred_inception_resnet.npy -------------------------------------------------------------------------------- /prediction_files/Y_pred_inceptionv3.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/prediction_files/Y_pred_inceptionv3.npy -------------------------------------------------------------------------------- /prediction_files/Y_test.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/prediction_files/Y_test.npy -------------------------------------------------------------------------------- /prediction_files/siamese_predictions.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/prediction_files/siamese_predictions.npy -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/requirements.txt -------------------------------------------------------------------------------- /training log files/outs.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AKASH2907/bird_species_classification/HEAD/training log files/outs.txt --------------------------------------------------------------------------------