XinyingZheng

slambook2

edition 2 of the slambook

pcl-learning

🔥PCL（Point Cloud Library）点云库学习记录

humman_toolbox

Toolbox for HuMMan Dataset

mmhuman3d

OpenMMLab 3D Human Parametric Model Toolbox and Benchmark

HybrIK

Official code of "HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation", CVPR 2021

Fast-Robust-ICP

ubc3v

The Matlab toolkit for UBC 3 View Dataset.

body-model-visualizer

GUI for visualization and interactive editing of SMPL-family body models ie. SMPL, SMPL-X, MANO, FLAME.

dynamicfusion

Implementation of Newcombe et al. CVPR 2015 DynamicFusion paper

ESRGAN

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.

darknet

Darknet(AB版)框架源码解析：详尽的中文注释(逐句)和原理分析！

Real-ESRGAN

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

python_cpp_extension

C++ and CUDA extensions for Python/Pytorch and GPU Accelerated Augmentation.

mmyolo

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

rcnn

R-CNN: Regions with Convolutional Neural Network Features

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

PIPNet

Efficient facial landmark detector

HRNet-Facial-Landmark-Detection

This is an official implementation of facial landmark detection for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

onnx-modifier

A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.

cmake-demo

《CMake入门实战》源码

caffe2onnx

Convert Caffe models to ONNX.

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

MobileNeXt

NAM

RMNet

RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

chalearn_3d_hifi

Chalearn 3D High-Fidelity Mask Face Presentation Attack Detection Challenge solution by VisionLabs team. (1st place)

pidinet

Code for the ICCV 2021 paper "Pixel Difference Networks for Efficient Edge Detection" (Oral).