├── .gitignore ├── CSRNet.py ├── README.md ├── data └── paths_train_val_test │ ├── paths_A │ ├── paths_test.txt │ ├── paths_train.txt │ └── paths_val.txt │ └── paths_B │ ├── paths_test.txt │ ├── paths_train.txt │ └── paths_val.txt ├── generate_datasets.ipynb ├── main.ipynb ├── materials ├── loss.csv ├── raw-GT-pred-SHA.png └── raw-GT-pred-SHB.png ├── models ├── CSRNet.json └── CSRNet.png ├── utils_callback.py ├── utils_gen.py ├── utils_imgproc.py ├── utils_loss.py ├── weights_A_MSE_bestMAE67.984_Thu-May-23 ├── CSRNet_val_loss.png └── loss.csv └── weights_B_MSE_bestMAE8.31_Sun-May-19 ├── CSRNet_val_loss.png └── loss.csv /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/.gitignore -------------------------------------------------------------------------------- /CSRNet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/CSRNet.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/README.md -------------------------------------------------------------------------------- /data/paths_train_val_test/paths_A/paths_test.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/data/paths_train_val_test/paths_A/paths_test.txt -------------------------------------------------------------------------------- /data/paths_train_val_test/paths_A/paths_train.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/data/paths_train_val_test/paths_A/paths_train.txt -------------------------------------------------------------------------------- /data/paths_train_val_test/paths_A/paths_val.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/data/paths_train_val_test/paths_A/paths_val.txt -------------------------------------------------------------------------------- /data/paths_train_val_test/paths_B/paths_test.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/data/paths_train_val_test/paths_B/paths_test.txt -------------------------------------------------------------------------------- /data/paths_train_val_test/paths_B/paths_train.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/data/paths_train_val_test/paths_B/paths_train.txt -------------------------------------------------------------------------------- /data/paths_train_val_test/paths_B/paths_val.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/data/paths_train_val_test/paths_B/paths_val.txt -------------------------------------------------------------------------------- /generate_datasets.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/generate_datasets.ipynb -------------------------------------------------------------------------------- /main.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/main.ipynb -------------------------------------------------------------------------------- /materials/loss.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/materials/loss.csv -------------------------------------------------------------------------------- /materials/raw-GT-pred-SHA.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/materials/raw-GT-pred-SHA.png -------------------------------------------------------------------------------- /materials/raw-GT-pred-SHB.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/materials/raw-GT-pred-SHB.png -------------------------------------------------------------------------------- /models/CSRNet.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/models/CSRNet.json -------------------------------------------------------------------------------- /models/CSRNet.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/models/CSRNet.png -------------------------------------------------------------------------------- /utils_callback.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/utils_callback.py -------------------------------------------------------------------------------- /utils_gen.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/utils_gen.py -------------------------------------------------------------------------------- /utils_imgproc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/utils_imgproc.py -------------------------------------------------------------------------------- /utils_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/utils_loss.py -------------------------------------------------------------------------------- /weights_A_MSE_bestMAE67.984_Thu-May-23/CSRNet_val_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/weights_A_MSE_bestMAE67.984_Thu-May-23/CSRNet_val_loss.png -------------------------------------------------------------------------------- /weights_A_MSE_bestMAE67.984_Thu-May-23/loss.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/weights_A_MSE_bestMAE67.984_Thu-May-23/loss.csv -------------------------------------------------------------------------------- /weights_B_MSE_bestMAE8.31_Sun-May-19/CSRNet_val_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/weights_B_MSE_bestMAE8.31_Sun-May-19/CSRNet_val_loss.png -------------------------------------------------------------------------------- /weights_B_MSE_bestMAE8.31_Sun-May-19/loss.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZhengPeng7/CSRNet-Keras/HEAD/weights_B_MSE_bestMAE8.31_Sun-May-19/loss.csv --------------------------------------------------------------------------------