HOURS's repositories
DeepPersonality
Banchmark for personality traits prediction with neural networks
MicroNeuralComputing
Efficient neural computing system for edge devices. Computer vision knowledge from GPU to MCU
WeaklySupervisedGraphObjectDetection
Graph object detection in weakly supervise manner
wetectron
weakly-supervised object detection platform.
WordRepresentGraph
Brain inspaired algo research
YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
C-Plus-Plus
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
DeepLightCV
Deep light-weigh neural networks for edge devices
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.
mdistiller
The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679
mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
mmengine
OpenMMLab Foundational Library for Training Deep Learning Models
mmrazor
OpenMMLab Model Compression Toolbox and Benchmark.
mmyolo
OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.
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.
onnx-modifier
A tool to modify onnx models in a visualization fashion, based on Netron and Flask.
REGNN-Multiple-Appropriate-Facial-Reaction-Generation
Reversible Graph Neural Network-based Reaction Distribution Learning for Multiple Appropriate Facial Reactions Generation
ultralytice_yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
yacs
YACS -- Yet Another Configuration System
yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors