├── LICENSE ├── README.md ├── cnn_finetune ├── LICENSE ├── README.md ├── __init__.py ├── custom_layers │ ├── __init__.py │ ├── googlenet_custom_layers.py │ └── scale_layer.py ├── densenet121.py ├── densenet161.py ├── densenet169.py ├── googlenet.py ├── imagenet_models │ └── README.md ├── inception_v3.py ├── inception_v4.py ├── load_cifar10.py ├── resnet_101.py ├── resnet_152.py ├── resnet_50.py ├── vgg16.py └── vgg19.py ├── koncept512_train_test_py3.ipynb ├── koncept512_train_test_py3_with_kuti.ipynb ├── layers ├── SpatialPyramidPooling.py └── __init__.py ├── metadata └── koniq10k_distributions_sets.csv ├── resnet101.py ├── train_deeprn.ipynb ├── train_koncept1024.ipynb ├── train_koncept224.ipynb └── train_koncept512.ipynb /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/README.md -------------------------------------------------------------------------------- /cnn_finetune/LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/cnn_finetune/LICENSE -------------------------------------------------------------------------------- /cnn_finetune/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/cnn_finetune/README.md -------------------------------------------------------------------------------- /cnn_finetune/__init__.py: -------------------------------------------------------------------------------- 1 | import resnet_101 2 | print 'loaded CNN_finetune' 3 | -------------------------------------------------------------------------------- /cnn_finetune/custom_layers/__init__.py: -------------------------------------------------------------------------------- 1 | # Python Package 2 | -------------------------------------------------------------------------------- /cnn_finetune/custom_layers/googlenet_custom_layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/cnn_finetune/custom_layers/googlenet_custom_layers.py -------------------------------------------------------------------------------- /cnn_finetune/custom_layers/scale_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/cnn_finetune/custom_layers/scale_layer.py -------------------------------------------------------------------------------- /cnn_finetune/densenet121.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/cnn_finetune/densenet121.py -------------------------------------------------------------------------------- /cnn_finetune/densenet161.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/cnn_finetune/densenet161.py -------------------------------------------------------------------------------- /cnn_finetune/densenet169.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/cnn_finetune/densenet169.py -------------------------------------------------------------------------------- /cnn_finetune/googlenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/cnn_finetune/googlenet.py -------------------------------------------------------------------------------- /cnn_finetune/imagenet_models/README.md: -------------------------------------------------------------------------------- 1 | # Download ImageNet pretrained weights to this folder 2 | -------------------------------------------------------------------------------- /cnn_finetune/inception_v3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/cnn_finetune/inception_v3.py -------------------------------------------------------------------------------- /cnn_finetune/inception_v4.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/cnn_finetune/inception_v4.py -------------------------------------------------------------------------------- /cnn_finetune/load_cifar10.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/cnn_finetune/load_cifar10.py -------------------------------------------------------------------------------- /cnn_finetune/resnet_101.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/cnn_finetune/resnet_101.py -------------------------------------------------------------------------------- /cnn_finetune/resnet_152.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/cnn_finetune/resnet_152.py -------------------------------------------------------------------------------- /cnn_finetune/resnet_50.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/cnn_finetune/resnet_50.py -------------------------------------------------------------------------------- /cnn_finetune/vgg16.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/cnn_finetune/vgg16.py -------------------------------------------------------------------------------- /cnn_finetune/vgg19.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/cnn_finetune/vgg19.py -------------------------------------------------------------------------------- /koncept512_train_test_py3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/koncept512_train_test_py3.ipynb -------------------------------------------------------------------------------- /koncept512_train_test_py3_with_kuti.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/koncept512_train_test_py3_with_kuti.ipynb -------------------------------------------------------------------------------- /layers/SpatialPyramidPooling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/layers/SpatialPyramidPooling.py -------------------------------------------------------------------------------- /layers/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /metadata/koniq10k_distributions_sets.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/metadata/koniq10k_distributions_sets.csv -------------------------------------------------------------------------------- /resnet101.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/resnet101.py -------------------------------------------------------------------------------- /train_deeprn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/train_deeprn.ipynb -------------------------------------------------------------------------------- /train_koncept1024.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/train_koncept1024.ipynb -------------------------------------------------------------------------------- /train_koncept224.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/train_koncept224.ipynb -------------------------------------------------------------------------------- /train_koncept512.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/subpic/koniq/HEAD/train_koncept512.ipynb --------------------------------------------------------------------------------