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Search results for computer vision image classification

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image-classification x

194 search results found

Label Studio ⭐ 16,339

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

Vit Pytorch ⭐ 16,298

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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

Cvat ⭐ 11,169

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.

Computervision Recipes ⭐ 9,225

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

Pytorch Grad Cam ⭐ 8,723

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

Ailab ⭐ 7,620

Experience, Learn and Code the latest breakthrough innovations with Microsoft AI

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

Super Gradients ⭐ 4,125

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

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.

Catalyst ⭐ 3,151

Accelerated deep learning R&D

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

Emgucv ⭐ 1,924

Emgu CV is a cross platform .Net wrapper to the OpenCV image processing library.

Labelbox Custom Labeling Apps ⭐ 1,741

Explore example custom labeling apps built with Labelbox SDK

Eccv2022 Papers With Code ⭐ 1,490

ECCV 2022 论文开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2020开源项目

Fast Autoaugment ⭐ 1,358

Official Implementation of 'Fast AutoAugment' in PyTorch.

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 ⭐ 1,119

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

Cv Pretrained Model ⭐ 991

A collection of computer vision pre-trained models.

Quickdraw ⭐ 851

Implementation of Quickdraw - an online game developed by Google

Cleanvision ⭐ 739

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

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

Awesome Computer Vision Models ⭐ 494

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

Dynamicvit ⭐ 476

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

Image Augmentation ⭐ 467

Image augmentation for object detection, segmentation and classification

HAnd Gesture Recognition Image Dataset

Clarifai Python ⭐ 384

Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!

Activation Visualization Histogram ⭐ 375

Compare SELUs (scaled exponential linear units) with other activations on MNIST, CIFAR10, etc.

Computer Vision ⭐ 354

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

Lightnet ⭐ 321

🌓 Bringing pjreddie's DarkNet out of the shadows #yolo

Modernconvnets ⭐ 318

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

Assembled Cnn ⭐ 311

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

Sparsify ⭐ 310

ML model optimization product to accelerate inference.

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

Biformer ⭐ 288

[CVPR 2023] Official code release of our paper "BiFormer: Vision Transformer with Bi-Level Routing Attention"

Artificio ⭐ 269

Deep Learning Computer Vision Algorithms for Real-World Use

Alturos.yolo ⭐ 254

C# Yolo Darknet Wrapper (real-time object detection)

Imageatm ⭐ 209

Image classification for everyone.

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

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).

Hugsvision ⭐ 170

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

Iresnet ⭐ 157

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

Alexnet ⭐ 156

implement AlexNet with C / convolutional nerual network / machine learning / computer vision

Autoclint ⭐ 150

A specially designed light version of Fast AutoAugment

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

Cvpr 2022 Papers ⭐ 136

CVPR 2022 papers with code (论文及代码）

Vit.cpp ⭐ 135

Inference Vision Transformer (ViT) in plain C/C++ with ggml

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.

Tf_classification ⭐ 125

Training, evaluation and testing code for image classification using TensorFlow

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

Idenprof ⭐ 115

IdenProf dataset is a collection of images of identifiable professionals. It is been collected to enable the development of AI systems that can serve by identifying people and the nature of their job by simply looking at an image, just like humans can do.

Convolution Vision Transformers ⭐ 110

PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers

Deep Learning Training Gui ⭐ 107

Train and predict your model on pre-trained deep learning models through the GUI (web app). No more many parameters, no more data preprocessing.

FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ieee.org/document/9007624

Protest Detection Violence Estimation ⭐ 87

Implementation of the model used in the paper Protest Activity Detection and Perceived Violence Estimation from Social Media Images (ACM Multimedia 2017)

Ceit Pytorch ⭐ 84

Implementation of Convolutional enhanced image Transformer

Pytorch implementation of "CF-ViT: A General Coarse-to-Fine Method for Vision Transformer"

[ICLR 2023 Spotlight] GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation

A Rock-Paper-Scissors game using computer vision and machine learning on Raspberry Pi

Lightningfsl ⭐ 76

LightningFSL: Pytorch-Lightning implementations of Few-Shot Learning models.

Awesome Mixup ⭐ 76

Awesome List of Mixup Augmentation Papers for Visual Representation Learning

Aideveloper ⭐ 74

GUI-based software for training, evaluating and applying deep neural nets for image classification

Prg4ssl Mnar ⭐ 72

"Towards Semi-supervised Learning with Non-random Missing Labels" by Yue Duan (ICCV 2023)

Awesome Computer Vision Resources ⭐ 70

a collection of computer vision projects&tools. 计算机视觉方向项目和工具集合。

Denoised Smoothing ⭐ 69

Provably defending pretrained classifiers including the Azure, Google, AWS, and Clarifai APIs

Satellighte ⭐ 68

📡 PyTorch Lightning Implementations of Recent Satellite Image Classification !

本仓库将使用Pytorch框架实现经典的图像分类网络、目标检测网络、图像分割网络，图像生成网络等，并

Visualizingndf ⭐ 61

Official PyTorch implementation of "Visualizing the Decision-making Process in Deep Neural Decision Forest", CVPR 2019 Workshops on Explainable AI

Transxnet ⭐ 61

TransXNet: Learning Both Global and Local Dynamics with a Dual Dynamic Token Mixer for Visual Recognition

Awesome Computervision ⭐ 60

Awesome-ComputerVision

Image_features ⭐ 60

Extract deep learning features from images using simple python interface

Cifar10cnnflask ⭐ 59

Building a HTTP-accessed convolutional neural network model using TensorFlow NN (tf.nn), CIFAR10 dataset, Python and Flask.

Blur And Clear Classification ⭐ 56

Classifying the Blur and Clear Images

Labelme2coco ⭐ 55

Make your own dataset for object detection and transform the format to coco json format

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Production-oriented Computer Vision models training pipeline for common tasks: classification, segmentation, detection and representation🥤

Alpha_mix_active_learning ⭐ 52

The official implementation of Active Learning by Feature Mixing (ALFA-Mix) paper

Scripts for training an AI to play the endless runner Subway Surfers using a supervised machine learning approach by imitation and a convolutional neural network (CNN) for image classification

Refilled ⭐ 47

This is the code of CVPR'20 paper "Distilling Cross-Task Knowledge via Relationship Matching".

Glami 1m ⭐ 47

The largest multilingual image-text classification dataset. It contains fashion products.

Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer

Pyro Vision ⭐ 45

Computer vision library for wildfire detection

Balanced Loss ⭐ 43

Easy to use class balanced cross entropy and focal loss implementation for Pytorch

Vision Transformer From Scratch ⭐ 43

A Simplified PyTorch Implementation of Vision Transformer (ViT)

Semantic Segmentation Pytorch ⭐ 42

PyTorch implementation for Semantic Segmentation, include FCN, U-Net, SegNet, GCN, PSPNet, Deeplabv3, Deeplabv3+, Mask R-CNN, DUC, GoogleNet, and more dataset

Code for "Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation?" (https://arxiv.org/abs/2305.12954)

Basic Image Eda ⭐ 37

A simple image dataset EDA tool (CLI / Code)

Understanding Deep Convolutional Neural Networks With A Practical Use Case In Tensorflow And Keras ⭐ 36

What makes convnets so powerful at image classification?

Ocular Disease Intelligent Recognition Deep Learning ⭐ 35

ODIR-2019. Ocular Disease Intelligent Recognition Through Deep Learning Architectures

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