├── LICENSE ├── README.md ├── RefCreate.py ├── cffi ├── include │ ├── kernel_regression_cuda.h │ └── kernel_regression_kernel.h └── src │ ├── kernel_regression_cuda.c │ └── kernel_regression_kernel.cu ├── config.py ├── datalist ├── nyudepth_hdf5_train.csv └── nyudepth_hdf5_val.csv ├── dataloaders ├── __init__.py ├── data_loader.py └── data_transform.py ├── functions ├── __init__.py └── kr_cuda.py ├── img ├── pipeline.svg └── qualitative_comparison_on_nyu.png ├── loss.py ├── networks ├── __init__.py ├── kernel_model.py ├── unet_model.py └── unet_parts.py ├── sobel.py ├── utils ├── __init__.py └── utils.py └── val.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/README.md -------------------------------------------------------------------------------- /RefCreate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/RefCreate.py -------------------------------------------------------------------------------- /cffi/include/kernel_regression_cuda.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/cffi/include/kernel_regression_cuda.h -------------------------------------------------------------------------------- /cffi/include/kernel_regression_kernel.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/cffi/include/kernel_regression_kernel.h -------------------------------------------------------------------------------- /cffi/src/kernel_regression_cuda.c: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/cffi/src/kernel_regression_cuda.c -------------------------------------------------------------------------------- /cffi/src/kernel_regression_kernel.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/cffi/src/kernel_regression_kernel.cu -------------------------------------------------------------------------------- /config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/config.py -------------------------------------------------------------------------------- /datalist/nyudepth_hdf5_train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/datalist/nyudepth_hdf5_train.csv -------------------------------------------------------------------------------- /datalist/nyudepth_hdf5_val.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/datalist/nyudepth_hdf5_val.csv -------------------------------------------------------------------------------- /dataloaders/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/dataloaders/__init__.py -------------------------------------------------------------------------------- /dataloaders/data_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/dataloaders/data_loader.py -------------------------------------------------------------------------------- /dataloaders/data_transform.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/dataloaders/data_transform.py -------------------------------------------------------------------------------- /functions/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /functions/kr_cuda.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/functions/kr_cuda.py -------------------------------------------------------------------------------- /img/pipeline.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/img/pipeline.svg -------------------------------------------------------------------------------- /img/qualitative_comparison_on_nyu.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/img/qualitative_comparison_on_nyu.png -------------------------------------------------------------------------------- /loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/loss.py -------------------------------------------------------------------------------- /networks/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/networks/__init__.py -------------------------------------------------------------------------------- /networks/kernel_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/networks/kernel_model.py -------------------------------------------------------------------------------- /networks/unet_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/networks/unet_model.py -------------------------------------------------------------------------------- /networks/unet_parts.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/networks/unet_parts.py -------------------------------------------------------------------------------- /sobel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/sobel.py -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- 1 | from .utils import * 2 | -------------------------------------------------------------------------------- /utils/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/utils/utils.py -------------------------------------------------------------------------------- /val.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LINA-lln/Steering-KernelNet/HEAD/val.py --------------------------------------------------------------------------------