Ru-Van

ONNX-YOLOv8-Instance-Segmentation

Python scripts performing Instance Segmentation using the YOLOv8 model in ONNX.

DocDiff

ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seals in Chinese scenes, along with their corresponding binary masks.

Person_reID_baseline_pytorch

:bouncing_ball_person: Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

yt-channels-DS-AI-ML-CS

A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.

Tutorials

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

checkpoint-mobile-access-vpn

Linux setup to work with Check Point Mobile Access VPN.

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

PaddleOCR

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

DDI-100

Distorted Document Images dataset (DDI-100).

learnGitBranching

An interactive git visualization and tutorial. Aspiring students of git can use this app to educate and challenge themselves towards mastery of git!

Fast_load_data_to_colab

Быстрая загрузка данных в Google Colab

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

nvidia-docker

Build and run Docker containers leveraging NVIDIA GPUs

pytorch_Realtime_Multi-Person_Pose_Estimation

NYU-DLSP20

NYU Deep Learning Spring 2020

pybind11

Seamless operability between C++11 and Python

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

netron

Visualizer for neural network, deep learning and machine learning models

deeplearning-models

A collection of various deep learning architectures, models, and tips

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

pyqt-collapsible-widget

PyQt collapsible widget in the spirit of the Maya frameLayout command

pipreqs

pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this project forward.

deep_learning