zy0851's repositories
Awesome-Deep-Neural-Network-Compression
Summary, Code for Deep Neural Network Quantization
awesome-dl-projects
This is a collection of the code that accompanies the reports in The Gallery by Weights & Biases.
awesome-model-quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
awesome-multi-view-clustering
collections for advanced, novel multi-view clustering methods(papers , codes and datasets)
Awesome-Pruning
A curated list of neural network pruning resources.
Awesome-Transformer
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
Deploy_Yolov4_-Yolov5_On_Jetson
Yolov4 deployment on Jetson Nano
bdd100k-models
Model Zoo of BDD100K Dataset
BestYOLO
🌟Change the world, it will become a better place. | 以科研和竞赛为导向的最好的YOLO实践框架!
channel-pruning
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
DAMO-YOLO
DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.
detrex
detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.
ETDNet
Code of IEEE TIM Paper: ETDNet: Efficient Transformer-Based Detection Network for Surface Defect Detection
HybridNets
HybridNets: End-to-End Perception Network
KD_Lib
A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.
nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Pix2Text
Pix In, Latex & Text Out. Recognize Chinese, English Texts, and Math Formulas from Images.
Pruning-Filter-in-Filter
Pruning Filter in Filter(NeurIPS2020)
pycopent
Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Independence), and the statistic for multivariate normality test in Python
tensorrtx
Implementation of popular deep learning networks with TensorRT network definition API
trader
交易模块
Train_Custom_Dataset
标注自己的数据集，训练、评估、测试、部署自己的人工智能算法
YOLOv3v4-ModelCompression-MultidatasetTraining-Multibackbone
YOLO ModelCompression MultidatasetTraining
YOLOv5-Multibackbone-Compression
YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Module(CBAM, DCN), Pruning (EagleEye, Network Slimming) and Quantization (MQBench) Compression Tool Box.
YoloX-based-on-Swin-Transformer
以Swin Transformer作为骨干网络的YoloX目标检测项目