fenglian425

6DRepNet

Official Pytorch implementation of 6DRepNet: 6D Rotation representation for unconstrained head pose estimation.

CS350

CVAE-GAN-zoos-PyTorch-Beginner

For beginner, this will be the best start for VAEs, GANs, and CVAE-GAN. This contains AE, DAE, VAE, GAN, CGAN, DCGAN, WGAN, WGAN-GP, VAE-GAN, CVAE-GAN. All use PyTorch.

docker_practice

Learn and understand Docker technologies, with real DevOps practice!

EfficientSegmentation

Segmentation for medical image.

FLARE

Official repository of MICCAI Challenge: FLARE 2021.

HeadPoseEstimation-WHENet

Human-Segmentation-PyTorch

Human segmentation models, training/inference code, and trained weights, implemented in PyTorch

imbalanced-regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

MedicalNet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

Mesh-processing-library

C++ library and programs that demonstrate mesh processing techniques in computer graphics published at ACM SIGGRAPH in 1992–1998

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

mmdetection

Open MMLab Detection Toolbox and Benchmark

MODNet

A Trimap-Free Solution for Portrait Matting in Real Time under Changing Scenes

netron

Visualizer for neural network, deep learning, and machine learning models

NN-CUDA-Example

Several simple examples for popular neural network toolkits calling custom CUDA operators.

onnx

Open standard for machine learning interoperability

onnxruntime-projects

Code for some onnxruntime projects

PaddleOCR2Pytorch

PaddleOCR推理的pytorch实现和模型转换

RefineMask

RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features (CVPR 2021)

sea

SegLoss

A collection of loss functions for medical image segmentation

skull_keypoints

SOTA-MedSeg

SOTA medical image segmentation methods based on various challenges

SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

TensorRT

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

U-2-Net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

Ultra-Light-Fast-Generic-Face-Detector-1MB

💎1MB lightweight face detection model (1MB轻量级人脸检测模型)

UVO_Challenge

yolov5_obb

yolov5 + csl_label.(Oriented Object Detection)（Rotation Detection）（Rotated BBox）基于yolov5的旋转目标检测