HOURS's repositories
MicroNeuralComputing
Efficient neural computing system for edge devices. Computer vision knowledge from GPU to MCU
PIRender
The source code of the ICCV2021 paper "PIRenderer: Controllable Portrait Image Generation via Semantic Neural Rendering"
WeaklySupervisedGraphObjectDetection
Graph object detection in weakly supervise manner
AimCLR
This is an official PyTorch implementation of "Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-supervised Action Recognition" in AAAI2022.
awesome_lightweight_networks
The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐
Books
Repository used to save different kinds of books
C-Plus-Plus
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
DeepLightCV
Deep light-weigh neural networks for edge devices
DesignPattern-python
learning design pattern
EffecientPython
Neat python
GoAlgorithm
learning algorithm with C++
GoDataStructure
learning data structure with cpp
human-pose-estimation.pytorch
The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"
imbalanced-dataset-sampler
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
libfreenect2
Open source drivers for the Kinect for Windows v2 device
mdistiller
The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679
mmrazor
OpenMMLab Model Compression Toolbox and Benchmark.
mobile-yolov5-pruning-distillation
mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！
model_optimization_tool
Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.
movenet.pytorch
A Pytorch implementation of MoveNet from Google. Include training code and pre-trained model.
onnx-modifier
A tool to modify onnx models in a visualization fashion, based on Netron and Flask.
pytorch-ssd
MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.
tide
A General Toolbox for Identifying Object Detection Errors
torchvggish
Pytorch port of Google Research's VGGish model used for extracting audio features.
voc2coco
How to create custom COCO data set for object detection
yacs
YACS -- Yet Another Configuration System