Computervision RecipesBest Practices, code samples, and documentation for Computer Vision.
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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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Pytorch ToolbeltPyTorch extensions for fast R&D prototyping and Kaggle farming
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Lightnet🌓 Bringing pjreddie's DarkNet out of the shadows #yolo
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CatalystAccelerated deep learning R&D
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CaerHigh-performance Vision library in Python. Scale your research, not boilerplate.
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ArtificioDeep Learning Computer Vision Algorithms for Real-World Use
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Face recognition🍎 My own face recognition with deep neural networks.
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DmsmsgrcgA photo OCR project aims to output DMS messages contained in sign structure images.
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AlbumentationsFast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
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Rectlabel SupportRectLabel - An image annotation tool to label images for bounding box object detection and segmentation.
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Mxnet.sharp.NET Standard bindings for Apache MxNet with Imperative, Symbolic and Gluon Interface for developing, training and deploying Machine Learning models in C#. https://mxnet.tech-quantum.com/
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DeepdetectDeep Learning API and Server in C++14 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
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Remo Python🐰 Python lib for remo - the app for annotations and images management in Computer Vision
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MarvelMarvel - Face Recognition With Android & OpenCV
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Involution[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
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RexnetOfficial Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models
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Practical Deep Learning BookOfficial code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge
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Aidlearning Framework🔥🔥AidLearning is a powerful mobile development platform, AidLearning builds a linux env supporting GUI, deep learning and visual IDE on Android...Now Aid supports OpenCL (GPU+NPU) for high performance acceleration...Linux on Android or HarmonyOS
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Deep Learning For HackersMachine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
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PyimsegmImage segmentation - general superpixel segmentation & center detection & region growing
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PbaEfficient Learning of Augmentation Policy Schedules
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ImageaiA python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
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MedpyMedical image processing in Python
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SodAn Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)
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Kaggle RsnaDeep Learning for Automatic Pneumonia Detection, RSNA challenge
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Meme GeneratorMemeGen is a web application where the user gives an image as input and our tool generates a meme at one click for the user.
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TorchdistillPyTorch-based modular, configuration-driven framework for knowledge distillation. 🏆18 methods including SOTA are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy.
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Tfclassify UnityAn example of using Tensorflow with Unity for image classification and object detection.
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The Third EyeAn AI based application to identify currency and gives audio feedback.
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Malware ClassificationTowards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification
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ArtosAdaptive Real-Time Object Detection System with HOG and CNN Features
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Computer Vision Video LecturesA curated list of free, high-quality, university-level courses with video lectures related to the field of Computer Vision.
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LeagueaiLeagueAI software framework for League of Legends that provides information about the state of the game based on Image Recognition using OpenCV and Pytorch.
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IresnetImproved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)
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Ai Basketball Analysis🏀🤖🏀 AI web app and API to analyze basketball shots and shooting pose.
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Pytorch CycleganA clean and readable Pytorch implementation of CycleGAN
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TensorlayerDeep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥
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MishOfficial Repsoitory for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
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TrafficvisionMIVisionX toolkit is a comprehensive computer vision and machine intelligence libraries, utilities and applications bundled into a single toolkit.
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Global Self Attention NetworkA Pytorch implementation of Global Self-Attention Network, a fully-attention backbone for vision tasks
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Keras Retinanet For Teknofest 2019Using RetinaNet for object detection from drone images in Teknofest istanbul 2019 Artificial Intelligence Competition
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Image classifierCNN image classifier implemented in Keras Notebook 🖼️.
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Transformer In TransformerImplementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorch
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Traffic Sign DetectionTraffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".
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Transfer Learning SuiteTransfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!
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Awesome Computer Vision ModelsA list of popular deep learning models related to classification, segmentation and detection problems
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Ai Job NotesAI算法岗求职攻略(涵盖准备攻略、刷题指南、内推和AI公司清单等资料)
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Vit PytorchImplementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
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Alturos.yoloC# Yolo Darknet Wrapper (real-time object detection)
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Hardhat DetectorA convolutional neural network implementation of a script that detects whether an individual is wearing a hardhat or not.
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