Python Data Science Handbook: full text in Jupyter Notebooks

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Learn OpenCV : C++ and Python Examples

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

PRML algorithms implemented in Python

PyTorch code and models for the DINOv2 self-supervised learning method.

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

Google Brain AutoML

Code for Tensorflow Machine Learning Cookbook

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

"Probabilistic Machine Learning" - a book series by Kevin Murphy

利用Python进行数据分析 第二版 (2017) 中文翻译笔记

Kandinsky 2 — multilingual text2image latent diffusion model

An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at …

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021, T-PAMI 2022

Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.

Detecting Text in Natural Image with Connectionist Text Proposal Network (ECCV'16)

The dataset is used to train my own raccoon detector and I blogged about it on Medium

EPFL Course - Optimization for Machine Learning - CS-439

Vehicle detection using machine learning and computer vision techniques for Udacity's Self-Driving Car Engineer Nanodegree.

Implementation of XFeat (CVPR 2024). Do you need robust and fast local feature extraction? You are in the right place!

Code / solutions for Mathematics for Machine Learning (MML Book)

Light-Head R-CNN

M. Beyeler (2017). Machine Learning for OpenCV: Intelligent image processing with Python. Packt Publishing Ltd., ISBN 978-178398028-4.

Object Detection

北邮《Python编程与实践》课程资料

A driving dataset for the development and validation of fused pose estimators and mapping algorithms

The ApolloScape Open Dataset for Autonomous Driving and its Application.