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ZhenhuaZJim's starred repositories

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Language:PythonApache-2.02927700

nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

Language:PythonApache-2.0562800

SimAM

The official pytorch implemention of our ICML-2021 paper "SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks".

Language:Python38300

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

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alibi

Algorithms for explaining machine learning models

Language:PythonNOASSERTION235000

data-centric-ai

Resources for Data Centric AI

Language:TeXApache-2.0108500

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/

Language:PythonApache-2.0919800

self-driving-car

The Udacity open source self-driving car project

Language:Jupyter NotebookNOASSERTION619100

fiftyone

The open-source tool for building high-quality datasets and computer vision models

Language:PythonApache-2.0792700

mbrl-lib

Library for Model Based RL

Language:PythonMIT93600

DEXTR-PyTorch

Deep Extreme Cut http://www.vision.ee.ethz.ch/~cvlsegmentation/dextr

Language:PythonGPL-3.084400

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

Language:PythonMIT1808900

PaddleDetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Language:PythonApache-2.01243600

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

Language:PythonApache-2.0610400

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

Language:PythonGPL-3.0519000

everforest

🌲 Comfortable & Pleasant Color Scheme for Vim

Language:Vim ScriptMIT275000

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Language:PythonMIT991900

speechbrain

A PyTorch-based Speech Toolkit

Language:PythonApache-2.0829400

MI-AOD

Code for Multiple Instance Active Learning for Object Detection, CVPR 2021

Language:PythonApache-2.032700

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Language:PythonMIT1337500

gradcem

Code for the paper Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization

Language:Python6700

YOLObile

This is the implementation of YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design

Language:PythonGPL-3.036300

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

Language:PythonApache-2.0844500

LFD-A-Light-and-Fast-Detector

LFD is a big update upon LFFD. Generally, LFD is a multi-class object detector characterized by lightweight, low inference latency and superior precision. It is for real-world appilcations.

Language:Python41600

pybullet-gym

Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.

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second.pytorch

SECOND for KITTI/NuScenes object detection

Language:PythonMIT169900

mmdetection

OpenMMLab Detection Toolbox and Benchmark

Language:PythonApache-2.02867200

awesome-cto

A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups

CC0-1.02540600

python-patterns

Source code behind the python-patterns.guide site by Brandon Rhodes

Language:Python129200

ZhenhuaZJim