Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

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jupyter-notebook deep-learning machine-learning pytorch computer-vision nlp tutorial object-detection lstm time-series face-detection transformer face-recognition sentiment-analysis yolo transfer-learning anomaly-detection

Bmw Tensorflow Training Gui

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

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python deep-learning docker tensorflow computer-vision neural-network gui rest-api object-detection deep-neural-networks deeplearning resnet tensorboard computervision

Papers With Annotations

Research papers with annotations, illustrations and explanations

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deep-learning machine-learning computer-vision

Pcl

Point Cloud Library (PCL)

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C++Cuda CMake c python shell computer-vision point-cloud pcl pointcloud

Bosssensor

Hide screen when boss is approaching.

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python deep-learning machine-learning computer-vision opencv cnn

Context Encoder

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

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lua deep-learning machine-learning computer-vision gan generative-adversarial-network unsupervised-learning computer-graphics dcgan

Keras realtime multi Person pose estimation

Keras version of Realtime Multi-Person Pose Estimation project

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jupyter-notebook deep-learning computer-vision keras real-time caffe pose-estimation human-pose-estimation cvpr-2017

Opencvtutorials

OpenCV-Python4.1 中文文档

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python deep-learning machine-learning computer-vision object-detection opencv

Gscnn

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

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python deep-learning pytorch computer-vision semantic-segmentation

Medicaltorch

A medical imaging framework for Pytorch

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python deep-learning machine-learning pytorch computer-vision medical-imaging

Easypr

An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations.

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C++python machine-learning computer-vision artificial-intelligence opencv supervised-learning artificial-neural-networks chinese-characters datasets support-vector-machines plate-recognition opencv3 unconstrained-situation

Serpentai

Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

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python deep-learning machine-learning computer-vision framework artificial-intelligence video-games

Tensorflow 2.x Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

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Jupyter Notebook python deep-learning machine-learning tensorflow computer-vision nlp neural-network artificial-intelligence tensorflow-tutorials tensorflow-examples tensorflow-2

4dface

Real-time 3D face tracking and reconstruction from 2D video

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computer-vision video-processing

Torchio

Medical image preprocessing and augmentation toolkit for deep learning

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python deep-learning machine-learning pytorch computer-vision convolutional-neural-networks cnn segmentation medical-imaging data-augmentation augmentation

Boofcv

Fast computer vision library for SFM, calibration, fiducials, tracking, image processing, and more.

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java android computer-vision image-processing qrcode-scanner camera-calibration structure-from-motion photogrammetry

Pykitti

Python tools for working with KITTI data.

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python computer-vision robotics

Yolo Tf2

yolo(all versions) implementation in keras and tensorflow 2.4

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python deep-learning tensorflow computer-vision command-line image-processing object-detection deep-neural-networks data-visualization numpy yolo yolov3 data-augmentation

Captainblackboard

船长关于机器学习、计算机视觉和工程技术的总结和分享

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deep-learning computer-vision convolutional-neural-networks optimization-algorithms summary

Preciseroipooling

Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs/1807.11590).

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computer-vision object-detection

Natural Language Youtube Search

Search inside YouTube videos using natural language

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jupyter-notebook machine-learning computer-vision search youtube

Videogan

Generating Videos with Scene Dynamics. NIPS 2016.

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lua deep-learning computer-vision video generative-adversarial-network

Ai Job Recommend

国内公司人工智能方向（含机器学习、深度学习、计算机视觉和自然语言处理）岗位的招聘信息（含全职、实习和校招）

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deep-learning machine-learning computer-vision natural-language-processing artificial-intelligence jobs

Carla

Open-source simulator for autonomous driving research.

Awesome Tensorflow Lite

TensorFlow Lite models, samples, tutorials, tools and learning resources.

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android deep-learning ios tensorflow awesome awesome-list flutter computer-vision mobile tensorflow-models sample-app keras-tutorials

Pytorch segmentation

Semantic segmentation models, datasets and losses implemented in PyTorch.

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python deep-learning computer-vision semantic-segmentation

Mahotas

Computer Vision in Python

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python computer-vision numpy

Gibsonenv

Gibson Environments: Real-World Perception for Embodied Agents

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c deep-learning computer-vision reinforcement-learning robotics ros deep-reinforcement-learning research simulator cvpr2018

Openpifpaf

Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.

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python deep-learning computer-vision pose-estimation human-pose-estimation

Freeanchor

FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)

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python pytorch computer-vision object-detection

Adaptsegnet

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

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python deep-learning pytorch computer-vision generative-adversarial-network semantic-segmentation domain-adaptation adversarial-learning

Theiasfm

An open source library for multiview geometry and structure from motion

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computer-vision geometry structure-from-motion

Deep Learning Guide

An evolving guide to learning Deep Learning effectively.

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deep-learning machine-learning computer-vision natural-language-processing neural-networks deep-reinforcement-learning

Pinto model zoo

A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]

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python pytorch tensorflow computer-vision keras caffe coreml pretrained-models onnx models quantization tensorflow-models

Awesome Federated Learning

Federated Learning Library: https://fedml.ai

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machine-learning computer-vision privacy transfer-learning neural-architecture-search semi-supervised-learning interpretability

Randla Net

🔥RandLA-Net in Tensorflow (CVPR 2020, Oral)

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python computer-vision semantic-segmentation

Aster

Recognizing cropped text in natural images.

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python computer-vision ocr recognition

Awesome Interaction Aware Trajectory Prediction

A selection of state-of-the-art research materials on trajectory prediction

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deep-learning machine-learning computer-vision tex artificial-intelligence paper autonomous-driving autonomous-vehicles traffic

Emotion Recognition

Real time emotion recognition

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python deep-learning computer-vision convolutional-neural-networks

Cvnd exercises

Exercise notebooks for CVND.

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jupyter-notebook pytorch computer-vision cnn

Gaussian yolov3

Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving (ICCV, 2019)

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c deep-learning computer-vision neural-network object-detection dnn

Cvui

A (very) simple UI lib built on top of OpenCV drawing primitives

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python cpp computer-vision ui gui opencv imgui

Ofxcv

Alternative approach to interfacing with OpenCv from openFrameworks.

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computer-vision opencv wrapper addon openframeworks

Deep Image Matting

This is tensorflow implementation for paper "Deep Image Matting"

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python computer-vision deeplearning

Label Studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

Paper Implementations

Use PyTorch to implement some classic frameworks

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python deep-learning pytorch computer-vision

Dcscn Super Resolution

A tensorflow implementation of "Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network", a deep learning based Single-Image Super-Resolution (SISR) model.

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python deep-learning tensorflow computer-vision super-resolution

Research

novel deep learning research works with PaddlePaddle

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python deep-learning computer-vision nlp data-mining knowledge-graph

Pytorch Center Loss

Pytorch implementation of Center Loss

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python deep-learning pytorch computer-vision

Openlongtailrecognition Oltr

Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)