youtang1993

v2rayN

A GUI client for Windows, support Xray core and v2fly core and others

Clash-for-Windows_Chinese

clash for windows汉化版. 提供clash for windows的汉化版, 汉化补丁及汉化版安装程序

optuna

A hyperparameter optimization framework

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

MobileSAM

This is the official code for MobileSAM project that makes SAM lightweight for mobile applications and beyond!

coremltools

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

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.

ArtLine

A Deep Learning based project for creating line art portraits.

PINTO_model_zoo

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

deepsparse

Sparsity-aware deep learning inference runtime for CPUs

nccl

Optimized primitives for collective multi-GPU communication

Book2_Beauty-of-Data-Visualization

Book_2_《可视之美》 | 鸢尾花书：从加减乘除到机器学习，欢迎批评指正

sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

PyTorch_YOLOv4

PyTorch implementation of YOLOv4

PaddleSlim

PaddleSlim is an open-source library for deep model compression and architecture search.

RT-DETR

[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥

mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.

openTSNE

Extensible, parallel implementations of t-SNE

segment-anything-fast

A batched offline inference oriented version of segment-anything

YOLOv5-Multibackbone-Compression

YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Module(CBAM, DCN), Pruning (EagleEye, Network Slimming), Quantization (MQBench) and Deployment (TensorRT, ncnn) Compression Tool Box.

mobile-yolov5-pruning-distillation

mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！

FastestDet

:zap: A newly designed ultra lightweight anchor free target detection algorithm， weight only 250K parameters， reduces the time consumption by 10% compared with yolo-fastest, and the post-processing is simpler

tph-yolov5

yolov5_prune

yolov5 prune，Support V2, V3, V4 and V6 versions of yolov5

edgeyolo

an edge-real-time anchor-free object detector with decent performance

imbalanced-ensemble

🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库

yolov5-pip

Packaged version of ultralytics/yolov5 + many extra features

onnxscript

ONNX Script enables developers to naturally author ONNX functions and models using a subset of Python.

EfficientAD

Unofficial implementation of EfficientAD https://arxiv.org/abs/2303.14535

msflow

The official code for "MSFlow: Multi-Scale Normalizing Flows for Unsupervised Anomaly Detection"