James's repositories
3D-ResNets-PyTorch
3D ResNets for Action Recognition (CVPR 2018)
CaptainBlackboard
船长关于机器学习、计算机视觉和工程技术的总结和分享
CoronaryArteryStenosisScoreClassification
CNN for Classification of Coronary Artery Stenosis Score inMPR Images.
awesome-AI-company-summary
Summary of AI companies at home and abroad
awesome-gan-for-medical-imaging
Awesome GAN for Medical Imaging
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
brain-segmentation-pytorch
U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI
connected-components-3d
Connected components on multilabel 3D images. Handles 26, 18, and 6 connected variants.
ct_mar_attention
Codes and data for paper "Rigid and Non-rigid Motion Artifact Reduction in X-ray CT using Attention Module"
detectron2
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
Efficient-3DCNNs
PyTorch Implementation of "Resource Efficient 3D Convolutional Neural Networks", codes and pretrained models.
efficient_densenet_pytorch
A memory-efficient implementation of DenseNets
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
Gradient-Centralization
A New Optimization Technique for Deep Neural Networks
imgaug
Image augmentation for machine learning experiments.
interview_python
关于Python的面试题
ITKMinimalPathExtraction
Vessel and tube centerline extraction
kits19
The official repository of the 2019 Kidney and Kidney Tumor Segmentation Challenge
pytorch-3dunet
3D U-Net model for volumetric semantic segmentation written in pytorch
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
pytorch-grad-cam
PyTorch implementation of Grad-CAM
RandLA-Net
🔥RandLA-Net in Tensorflow (CVPR 2020, Oral)
ResNeSt
ResNeSt: Split-Attention Network
segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
speech-demo
语音api示例
Unet-Segmentation-Pytorch-Nest-of-Unets
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
UNetPlusPlus
Official Keras Implementation for UNet++ in IEEE Transactions on Medical Imaging and DLMIA 2018
vovnet-detectron2
VoVNet backbone networks for detectron2, in CVPR 2020