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383 search results found

Labelimg ⭐ 23,111

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

Label Studio ⭐ 20,743

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

Ultralytics ⭐ 18,719

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

Albumentations ⭐ 14,488

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

Cvat ⭐ 13,013

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

Cvpr2023 Paper Code Interpretation ⭐ 12,148

cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2 论文/代码/解读/直播合集，极市团队整理

Computervision Recipes ⭐ 9,225

Best Practices, code samples, and documentation for Computer Vision.

Techniques ⭐ 8,902

Techniques for deep learning with satellite & aerial imagery

Pytorch Grad Cam ⭐ 8,723

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Awesome Project Ideas ⭐ 6,856

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

Super Gradients ⭐ 4,125

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

Pytorch Cifar100 ⭐ 3,687

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

Notebooks ⭐ 3,677

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

Mmpretrain ⭐ 3,539

OpenMMLab Pre-training Toolbox and Benchmark

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Darts ⭐ 2,775

Differentiable architecture search for convolutional and recurrent networks

Alphatree Graphic Deep Neural Network ⭐ 2,466

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(ro 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的 caffe官方源码，应用部分含推荐算法和知识图谱

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Iccv2023 Paper Code Interpretation ⭐ 2,200

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

Awesome Image Classification ⭐ 2,138

A curated list of deep learning image classification papers and codes

Efficientnet ⭐ 2,048

Implementation of EfficientNet model. Keras and TensorFlow Keras.

Labelbox Custom Labeling Apps ⭐ 1,741

Explore example custom labeling apps built with Labelbox SDK

Ailia Models ⭐ 1,708

The collection of pre-trained, state-of-the-art AI models for ailia SDK

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Pytorch Toolbelt ⭐ 1,458

PyTorch extensions for fast R&D prototyping and Kaggle farming

Fast Autoaugment ⭐ 1,358

Official Implementation of 'Fast AutoAugment' in PyTorch.

Fastdup ⭐ 1,313

fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.

Autodistill ⭐ 1,286

Images to inference with no labeling (use foundation models to train supervised models)

Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]

Training_extensions ⭐ 1,145

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

Awesome Backbones ⭐ 1,079

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

Coreml Models ⭐ 1,012

Converted CoreML Model Zoo.

Cv Pretrained Model ⭐ 991

A collection of computer vision pre-trained models.

Quickdraw ⭐ 851

Implementation of Quickdraw - an online game developed by Google

Torchxrayvision ⭐ 760

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

Cleanvision ⭐ 739

Automatically find issues in image datasets and practice data-centric computer vision.

Easy Few Shot Learning ⭐ 737

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

High-performance Vision library in Python. Scale your research, not boilerplate.

Food 101 Keras ⭐ 676

Food Classification with Deep Learning in Keras / Tensorflow

Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Attention

Fastervit ⭐ 539

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

Bottleneck Transformer Pytorch ⭐ 523

Implementation of Bottleneck Transformer in Pytorch

Awesome Computer Vision Models ⭐ 518

A list of popular deep learning models related to classification, segmentation and detection problems

Trashnet ⭐ 501

Dataset of images of trash; Torch-based CNN for garbage image classification

Dynamicvit ⭐ 476

[NeurIPS 2021] [T-PAMI] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification

HAnd Gesture Recognition Image Dataset

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

RMDL: Random Multimodel Deep Learning for Classification

Efficient Learning of Augmentation Policy Schedules

Official PyTorch implementation of Fully Attentional Networks

An easy to use C# deep learning library with CUDA/OpenCL support

Machine Learning Guide ⭐ 366

Machine learning Guide. Learn all about Machine Learning Tools, Libraries, Frameworks, Large Language Models (LLMs), and Training Models.

Computer Vision ⭐ 354

Programming Assignments and Lectures for Stanford's CS 231: Convolutional Neural Networks for Visual Recognition

Face_recognition ⭐ 337

🍎 My own face recognition with deep neural networks.

Neural Pipeline ⭐ 314

Neural networks training pipeline based on PyTorch

Assembled Cnn ⭐ 311

Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

[NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classification

Easyrobust ⭐ 293

EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.

Replknet ⭐ 273

Official MegEngine implementation of RepLKNet

Artificio ⭐ 269

Deep Learning Computer Vision Algorithms for Real-World Use

Modelassistant ⭐ 268

Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥

Transformer In Transformer ⭐ 253

Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorch

Node Efficientnet ⭐ 245

tensorflowJS implementation of EfficientNet 🚀

(CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation

Wildcat.pytorch ⭐ 227

PyTorch implementation of "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation", CVPR 2017

Pytorch_fine_tuning_tutorial ⭐ 226

A short tutorial on performing fine tuning or transfer learning in PyTorch.

A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

Imageatm ⭐ 209

Image classification for everyone.

Toppaper ⭐ 207

Classic papers for beginners, and impact scope for authors.

A toolbox of vision models and algorithms based on MindSpore

Group Normalization Tensorflow ⭐ 205

A TensorFlow implementation of Group Normalization on the task of image classification

Computer Vision Guide ⭐ 204

📖 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.

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Facial Expression Recognition Using Cnn ⭐ 190

Deep facial expressions recognition using Opencv and Tensorflow. Recognizing facial expressions from images or camera stream

Transfer Learning Suite ⭐ 185

Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!

Machinelearning Ai ⭐ 184

This repository contains all the work that I regularly did and studied from Medium blogs, several research papers, and other Repos (related/unrelated to the research papers).

Ncnn Models ⭐ 177

awesome AI models with NCNN, and how they were converted ✨✨✨

Hugsvision ⭐ 170

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

Neural_network_papers ⭐ 158

记录一些读过的论文，给出个人对论文的评分情况并简述论文insight

Iresnet ⭐ 157

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

Cnn Svm ⭐ 151

An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification

Autoclint ⭐ 150

A specially designed light version of Fast AutoAugment

Fakeimagedetector ⭐ 147

Image Tampering Detection using ELA and CNN

Wb_color_augmenter ⭐ 147

WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].

Food Recognition ⭐ 143

🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation 🍞🍖🍕

Malware Classification ⭐ 140

Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification

Cvpr18 Inaturalist Transfer ⭐ 139

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018

Mxnet.sharp ⭐ 139

.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/

Cvpr 2022 Papers ⭐ 136

CVPR 2022 papers with code (论文及代码）

Font_recognition Deepfont ⭐ 136

Its a implementation of DeepFont : Identify Your Font from An Image using Keras

Polynomial_nets ⭐ 131

Official Implementation of the CVPR'20 paper 'Π-nets: Deep Polynomial Neural Networks' and its T-PAMI-21 extension.

Remo Python ⭐ 131

🐰 Python lib for remo - the app for annotations and images management in Computer Vision

Code for CVPR 2019 paper: " Learning Deep Compositional Grammatical Architectures for Visual Recognition"

AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.

Iciar2018 ⭐ 124

Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Histology images (BACH)

Pytorch_classifiers ⭐ 123

Almost any Image classification problem using pytorch

PyTorch reimplementation of the paper "MaxViT: Multi-Axis Vision Transformer" [arXiv 2022].

Pytorch implementation of network design paradigm described in the paper "Designing Network Design Spaces"

Deep_learning_in_python_2018 ⭐ 114

Deep Learning workshop including image classification, face recognition, Object detection, language modelling, image captioning and neural machine translation.

Machinelearning_deeplearning ⭐ 113

I will share about Machine Learning and Deep Learning.

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