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DavidHSTai's starred repositories

Python

All Algorithms implemented in Python

Language:PythonMIT179198 5938 1445

llama.cpp

LLM inference in C/C++

Language:C++MIT55770 502 2742

ColossalAI

Making large AI models cheaper, faster and more accessible

Language:PythonApache-2.037818 377 1560

deeplearningbook-chinese

Deep Learning Book Chinese Translation

Language:TeX35108 2199 201

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Language:PythonApache-2.029680 304 863

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

Language:PythonApache-2.028641 383 3448

How-to-Make-a-Computer-Operating-System

How to Make a Computer Operating System in C++

Language:CApache-2.020948 1563 74

mlflow

Open source platform for the machine learning lifecycle

Language:PythonApache-2.017230 289 3562

numpy-ml

Machine learning, in numpy

Language:PythonGPL-3.014545 453 49

Grounded-Segment-Anything

Grounded-SAM: Marrying Grounding-DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

Language:Jupyter NotebookApache-2.013410 112 355

chatgpt-google-extension

This project is deprecated. Check my new project ChatHub:

Language:TypeScriptGPL-3.013269 113 316

AlphaPose

Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

Language:PythonNOASSERTION7703 209 1133

Auto-PyTorch

Automatic architecture search and hyperparameter optimization for PyTorch

Language:PythonApache-2.02276 44 252

sparseml

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

Language:PythonApache-2.01974 46 194

AutoCrawler

Google, Naver multiprocess image web crawler (Selenium)

Language:PythonApache-2.01510 45 42

TorchSeg

Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.

Language:PythonMIT1399 47 115

PolarMask

Code for 'PolarMask: Single Shot Instance Segmentation with Polar Representation'

Language:PythonApache-2.0868 36 73

sgan

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

Language:PythonMIT790 17 109

chatgpt-arxiv-extension

A browser extension that enhance search engines with ChatGPT

Language:TypeScriptGPL-3.0583 13 21

centerX

This repo is implemented based on detectron2 and centernet

Language:PythonApache-2.0552 18 55

social-lstm

Social LSTM implementation in PyTorch

Language:Python388 4 46

conv-social-pooling

Code for model proposed in: Nachiket Deo and Mohan M. Trivedi,"Convolutional Social Pooling for Vehicle Trajectory Prediction." CVPRW, 2018

Language:PythonMIT312 11 37

vim-plugin

The Kite plugin for Vim.

Language:Vim scriptBSD-3-Clause303 170

ETC-Real-time-Per-frame-Semantic-video-segmentation

Enforcing temporal consistency in real-time per-frame semantic video segmentation

Language:Python292 12 17

labelme2coco

A lightweight package for converting your labelme annotations into COCO object detection format.

Language:PythonGPL-3.0246 30

nn-compression

A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)

Language:PythonMIT153 7 5

TensorRT-DETR

:zap::zap::zap:NVIDIA-阿里2021 TRT比赛 `二等奖` 代码提交团队：美迪康 AI Lab :rocket::rocket::rocket:

Language:PythonApache-2.0152 4 3

admm-pruning

Prune DNN using Alternating Direction Method of Multipliers (ADMM)

Language:PythonBSD-2-Clause102 8 6

torch2trt

convert torch module to tensorrt network or tvm function

Language:PythonMIT88 7 9

Robustness-Aware-Pruning-ADMM

Code release for "Adversarial Robustness vs Model Compression, or Both?"

Language:Python88 8 4