I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers

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deep-learning machine-learning computer-vision neural-network natural-language-processing representation-learning semi-supervised-learning convolutional-networks neural-machine-translation gaussian-processes variational-inference

Attentionalpoolingaction

Code/Model release for NIPS 2017 paper "Attentional Pooling for Action Recognition"

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python tensorflow computer-vision attention-mechanism action-recognition attention-model nips-2017

Computer Vision Guide

📖 This guide is to help you understand the basics of the computerized image and develop computer vision projects with OpenCV. Includes Python, Java, JavaScript, C# and C++ examples.

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python deep-learning machine-learning computer-vision image-processing object-detection deep-neural-networks opencv image-classification face-recognition feature-extraction optical-character-recognition camera-calibration

Awesome Grounding

awesome grounding: A curated list of research papers in visual grounding

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awesome-list computer-vision natural-language-processing paper papers arxiv video-understanding

Annotation tools

Visipedia Annotation Tools

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javascript computer-vision annotations datasets

Cycleisp

Official repository for "CycleISP: Real Image Restoration via Improved Data Synthesis" (CVPR 2020--Oral)

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python pytorch computer-vision

Monoloco

[ICCV 2019] Official implementation of "MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation" in PyTorch + Social Distancing

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python deep-learning machine-learning pytorch computer-vision object-detection pose-estimation human-pose-estimation

Opencv

📷 Computer-Vision Demos

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computer-vision opencv ocr vision scanning ocr-recognition

React Native Opencv Tutorial

👩‍🏫Fully working example of the OpenCV library used together with React Native

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javascript java react react-native computer-vision opencv camera jest reactnative

Pocketflow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

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python shell deep-learning computer-vision mobile-app automl model-compression

Image Super Resolution

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

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python shell deep-learning machine-learning docker tensorflow computer-vision aws keras neural-network image-processing convolutional-neural-networks super-resolution e-commerce nvidia-docker image-super-resolution idealo

Segmentation

TensorFlow implementation of ENet, trained on the Cityscapes dataset.

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python deep-learning tensorflow computer-vision semantic-segmentation autonomous-driving

Real time object detection and tracking

YOLOv2 and MobileNet_SSD detection algorithms used along with KCF object tracker

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python computer-vision object-detection opencv detection

Mirnet Tfjs

TensorFlow JS models for MIRNet for low-light image enhancement.

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javascript jupyter-notebook deep-learning nodejs tensorflow computer-vision

Loss toolbox Pytorch

PyTorch Implementation of Focal Loss and Lovasz-Softmax Loss

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jupyter-notebook deep-learning pytorch computer-vision

Genre Shapehd

Code and Data Release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)

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python deep-learning pytorch computer-vision 3d 3d-reconstruction generative-adversarial-networks

Deeppicar

Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor

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python jupyter-notebook deep-learning tensorflow computer-vision raspberry-pi artificial-intelligence opencv convolutional-neural-networks nvidia transfer-learning tensorflow-tutorials autonomous-vehicles

Skeleton Tracing

A new algorithm for retrieving topological skeleton as a set of polylines from binary images

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c computer-vision algorithm computational-geometry

Adaptive affinity fields

Adaptive Affinity Fields for Semantic Segmentation

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python deep-learning computer-vision semantic-segmentation

Pychubby

Automated face warping tool.

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python machine-learning cli computer-vision face-recognition face

Spvnas

[ECCV 2020] Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

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python deep-learning pytorch computer-vision point-cloud lidar efficiency

Sgan

Stacked Generative Adversarial Networks

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python machine-learning computer-vision generative-adversarial-network generative-model

Unflow

UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss

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python deep-learning tensorflow computer-vision unsupervised-learning optical-flow

Finegan

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery

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python deep-learning pytorch computer-vision generative-adversarial-network image-manipulation gans image-generation

Pcn

Code for PCN: Point Completion Network in 3DV'18 (Oral)

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python deep-learning computer-vision point-cloud 3d-reconstruction

Fast Scnn Pytorch

A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network

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python deep-learning pytorch computer-vision semantic-segmentation

Jina

Cloud-native neural search framework for 𝙖𝙣𝙮 kind of data

Covid Chestxray Dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

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Jupyter Notebook python javascript deep-learning computer-vision dataset xray computed-tomography covid-19

Watermark Remover

Remove watermark automatically(Just can use for fixed position watermark till now). 自动水印消除算法的实现（目前只支持固定水印位置）。

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python deep-learning machine-learning computer-vision ai deep-reinforcement-learning machine-learning-algorithms cv

Bmw Yolov4 Inference Api Gpu

This is a repository for an nocode object detection inference API using the Yolov3 and Yolov4 Darknet framework.

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python deep-learning docker api computer-vision dockerfile neural-network rest-api gpu deeplearning yolo yolov3 inference bounding-boxes

Lycon

A minimal and fast image library for Python and C++

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python cpp computer-vision image-processing

Tonav

Implementation of Multi-State Constraint Kalman Filter (MSCKF) for Vision-aided Inertial Navigation. This is my master's thesis.

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computer-vision ros localization

Fcos

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

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python Cuda C++Dockerfile pytorch computer-vision object-detection one-stage fcos anchor-free iccv2019

Colorization

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

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python deep-learning computer-vision caffe deep-learning-algorithms colorization automatic-colorization

Ailearners

机器学习、深度学习、自然语言处理、计算机视觉、各种算法等AI领域相关技术的路线、教程、干货分享。笔记有：机器学习实战、剑指Offer、cs231n、cs131、吴恩达机器学习、cs224n、python自然语言处理实战

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python deep-learning machine-learning computer-vision nlp ai ml cv

Wetectron

weakly-supervised object detection platform.

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python deep-learning computer-vision object-detection

Unsupervised Video

[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web

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lua deep-learning machine-learning computer-vision unsupervised-learning video-processing

Structured3d

[ECCV'20] Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling

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python deep-learning computer-vision dataset computer-graphics 3d-reconstruction

Pyconv

Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)

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python deep-learning machine-learning pytorch computer-vision neural-network artificial-intelligence deep-neural-networks convolutional-neural-networks cnn imagenet image-recognition

Reactivision

computer vision framework for tangible interactive surfaces

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c computer-vision cross-platform camera

Prodigy Recipes

🍳 Recipes for the Prodigy, our fully scriptable annotation tool

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python machine-learning computer-vision nlp data-science natural-language-processing artificial-intelligence annotation spacy

Flip

Synthetic Image generation with Flip. Generate thousands of new 2D images from a small batch of objects and backgrounds.

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python deep-learning computer-vision object-detection

Feat

The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"

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python machine-learning computer-vision meta-learning

Nima.pytorch

NIMA: Neural IMage Assessment

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python deep-learning machine-learning pytorch computer-vision neural-network arxiv

Ms G3d

[CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"

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python deep-learning pytorch computer-vision skeleton pretrained-models action-recognition

Dehazezoo

DehazeZoo for collecting dehazing methods, datasets, and codes.

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computer-vision image-processing papers

Fiftyone

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

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python deep-learning machine-learning computer-vision artificial-intelligence

Icevision

End-to-End Object Detection Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

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python deep-learning pytorch computer-vision object-detection ai tutorials faster-rcnn

Transfer learning tutorial

A guide to transfer learning with inception-resnet-v2.

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python tensorflow computer-vision transfer-learning tensorflow-tutorials

3d pose baseline pytorch

A simple baseline for 3d human pose estimation in PyTorch.

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python pytorch computer-vision pose-estimation

Cfbi

The official implementation of Collaborative Video Object Segmentation by Foreground-Background Integration.

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python computer-vision

Pytorch Cyclegan And Pix2pix

Image-to-Image Translation in PyTorch

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python Jupyter Notebook shell matlab TeX deep-learning pytorch computer-vision gan generative-adversarial-network computer-graphics image-manipulation gans image-generation pix2pix cyclegan

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