├── .gitignore ├── README.md ├── acquisition_functions.py ├── active_learning.py ├── cnn_model.py ├── comparison_to_MBR.ipynb ├── load_data.py ├── main.py ├── requirements.txt ├── result_img ├── exp_1.png ├── exp_2bald.png ├── exp_2maxent.png ├── exp_2varratios.png ├── exp_3.png └── exp_4.png ├── test_acquisition_functions.py ├── test_active_learning.py └── test_cnn.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lunayht/DBALwithImgData/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lunayht/DBALwithImgData/HEAD/README.md -------------------------------------------------------------------------------- /acquisition_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lunayht/DBALwithImgData/HEAD/acquisition_functions.py -------------------------------------------------------------------------------- /active_learning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lunayht/DBALwithImgData/HEAD/active_learning.py -------------------------------------------------------------------------------- /cnn_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lunayht/DBALwithImgData/HEAD/cnn_model.py -------------------------------------------------------------------------------- /comparison_to_MBR.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lunayht/DBALwithImgData/HEAD/comparison_to_MBR.ipynb -------------------------------------------------------------------------------- /load_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lunayht/DBALwithImgData/HEAD/load_data.py -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lunayht/DBALwithImgData/HEAD/main.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lunayht/DBALwithImgData/HEAD/requirements.txt -------------------------------------------------------------------------------- /result_img/exp_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lunayht/DBALwithImgData/HEAD/result_img/exp_1.png -------------------------------------------------------------------------------- /result_img/exp_2bald.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lunayht/DBALwithImgData/HEAD/result_img/exp_2bald.png -------------------------------------------------------------------------------- /result_img/exp_2maxent.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lunayht/DBALwithImgData/HEAD/result_img/exp_2maxent.png -------------------------------------------------------------------------------- /result_img/exp_2varratios.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lunayht/DBALwithImgData/HEAD/result_img/exp_2varratios.png -------------------------------------------------------------------------------- /result_img/exp_3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lunayht/DBALwithImgData/HEAD/result_img/exp_3.png -------------------------------------------------------------------------------- /result_img/exp_4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lunayht/DBALwithImgData/HEAD/result_img/exp_4.png -------------------------------------------------------------------------------- /test_acquisition_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lunayht/DBALwithImgData/HEAD/test_acquisition_functions.py -------------------------------------------------------------------------------- /test_active_learning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lunayht/DBALwithImgData/HEAD/test_active_learning.py -------------------------------------------------------------------------------- /test_cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lunayht/DBALwithImgData/HEAD/test_cnn.py --------------------------------------------------------------------------------