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Image Classification

52 projects

Showing 36 of 52 projects

YOLOv8
YOLOv8Python

A cutting-edge framework for training and deploying state-of-the-art YOLO models for object detection, segmentation, classification, and pose estimation.

#pose-estimation#hub#model-training
Stars58.1k
Forks11.2k
Last commit1 day ago
Yolov5
Yolov5Python

A state-of-the-art PyTorch-based computer vision model for object detection, segmentation, and classification.

#ios#deep-learning#neural-networks
Stars57.5k
Forks17.5k
Last commit1 day ago
timm
timmPython

A comprehensive collection of PyTorch image models, layers, utilities, and training scripts for computer vision research and applications.

#mobilenetv3#distributed-training#mobile-deep-learning
Stars36.9k
Forks5.2k
Last commit5 days ago
albumentations - A fast and framework agnostic image augmentation library
albumentations - A fast and framework agnostic image augmentation libraryPython

A fast and flexible Python library for image augmentation in computer vision tasks like classification, segmentation, and object detection.

#fast-augmentations#python-library#image-augmentation
Stars15.3k
Forks1.7k
Last commit
Fashion-MNIST
Fashion-MNISTPython

A drop-in replacement for the MNIST dataset, featuring 70,000 Zalando fashion article images for benchmarking machine learning algorithms.

#zalando#deep-learning#neural-networks
Stars12.7k
Forks3.1k
Last commit4 years ago
Turi Create
Turi CreateC++

A Python library for building custom machine learning models for tasks like image classification, object detection, and recommendations.

#model-training#python-library#deep-learning
Stars11.2k
Forks1.1k
Last commit2 years ago
NSFWJS - Indecent Content Checker
NSFWJS - Indecent Content CheckerTypeScript

A JavaScript library for client-side NSFW image detection using TensorFlow.js.

#tensorflowjs#content-management#privacy
Stars8.9k
Forks591
Last commit2 months ago
Have Fun With Machine Learning
Have Fun With Machine LearningPython

A hands-on beginner's guide to machine learning and image classification using Caffe and DIGITS with neural networks.

#transfer-learning#neural-network#deep-learning
Stars5.1k
Forks533
Last commit
Nvidia DIGITS - a web app based on Caffe
Nvidia DIGITS - a web app based on CaffeHTML

A web application for training deep learning models with a focus on computer vision tasks.

#model-training#deep-learning#caffe
Stars4.2k
Forks1.4k
Last commit1 year ago
Teachable Machine
Teachable MachineJavaScript

A browser-based tool that lets anyone create machine learning models without writing code, using TensorFlow.js.

#no-code#teachable-machine#education
Stars3.9k
Forks604
Last commit
captcha_trainer
captcha_trainerPython

A deep learning framework for training image classification models to solve complex captcha and OCR tasks.

#deep-learning#captcha-recognition#cnn
Stars3.2k
Forks823
Last commit7 months ago
Awesome Image Classification
Awesome Image Classification

A curated list of deep learning image classification papers and their code implementations since 2014.

#research-papers#deep-learning#papers
Stars3.1k
Forks609
Last commit4 years ago
cnn_captcha
cnn_captchaPython

A TensorFlow-based CNN solution for recognizing character-based CAPTCHAs, providing training, validation, and API modules.

#flask#captcha-recognition#python
Stars2.9k
Forks785
Last commit3 years ago
captcha_break
captcha_breakJupyter Notebook

A deep learning project using Keras to build convolutional and recurrent neural networks for high-accuracy captcha recognition.

#deep-learning#pytorch-tutorial#keras
Stars2.8k
Forks669
Last commit4 years ago
Pipcook
PipcookTypeScript

A JavaScript application framework for machine learning and its engineering, designed for Web developers.

#js#javascript-framework#model-training
Stars2.6k
Forks212
Last commit1 day ago
DeepDetect
DeepDetectC++

An open-source deep learning API and server written in C++ that supports multiple backends like PyTorch, TensorRT, and TensorFlow for training and inference.

#deep-learning#rest-api#neural-nets
Stars2.5k
Forks549
Last commit1 day ago
NSFWDetector
NSFWDetectorSwift

A lightweight CoreML model for detecting NSFW content in images, specifically trained to distinguish between suggestive and explicit content.

#ios#on-device-ai#coreml
Stars1.7k
Forks117
Last commit1 year ago
Big Transfer (BiT)
Big Transfer (BiT)Python

Official repository for Big Transfer (BiT) models, providing pre-trained visual representations for efficient transfer learning across computer vision tasks.

#model-distillation#transfer-learning#jax
Stars1.5k
Forks175
Last commit
MatConvNet: CNNs for MATLAB
MatConvNet: CNNs for MATLABCuda

A MATLAB toolbox implementing Convolutional Neural Networks (CNNs) for computer vision applications.

#research-tool#deep-learning#cnn
Stars1.4k
Forks739
Last commit4 years ago
Emoji Intelligence
Emoji IntelligenceSwift

A neural network built in Swift Playgrounds that learns to recognize hand-drawn emojis from 8x8 pixel images.

#apple#ai#neural-network
Stars1.4k
Forks83
Last commit7 years ago
TorchXRayVision
TorchXRayVisionJupyter Notebook

An open-source library providing chest X-ray datasets, pre-trained models, and tools for medical imaging research and analysis.

#medical-application#transfer-learning#chest-xray
Stars1.2k
Forks249
Last commit8 months ago
burness/chinese_hand_write_rec
burness/chinese_hand_write_recPython

A collection of TensorFlow tutorials and examples covering image classification, GANs, text classification, and model deployment.

#infogan#text-classification#flask
Stars1.1k
Forks543
Last commit
KerasCV
KerasCVPython

A library of modular computer vision components built on Keras 3, supporting TensorFlow, JAX, and PyTorch backends.

#deep-learning#keras#data-augmentation
Stars1.1k
Forks324
Last commit3 months ago
TensorNets
TensorNetsPython

High-level TensorFlow network definitions with pre-trained weights for easy integration into existing ML workflows.

#transfer-learning#yolov2#resnet
Stars999
Forks179
Last commit5 years ago
ros_deep_learning
ros_deep_learningC++

Deep learning inference nodes for ROS/ROS2 with support for NVIDIA Jetson devices and TensorRT.

#robotics#deep-learning#ros2
Stars973
Forks261
Last commit1 year ago
OverFeat
OverFeatC

A convolutional network-based image classifier and feature extractor trained on ImageNet, providing dense feature extraction capabilities.

#research-tool#deep-learning#imagenet
Stars602
Forks199
Last commit11 years ago
Food-Recipe-CNN
Food-Recipe-CNNJupyter Notebook

A deep learning system that classifies food images into 230 categories and retrieves matching recipes using convolutional neural networks.

#inceptionv3#transfer-learning#food-recognition
Stars586
Forks131
Last commit
Awesome CoreML
Awesome CoreML

A curated collection of open-source machine learning models compatible with Apple's Core ML framework.

#ai#coremltools#ios
Stars585
Forks63
Last commit6 years ago
Awesome Computer Vision Models
Awesome Computer Vision Models

A curated list of popular deep learning models for image classification, segmentation, and detection with key performance metrics.

#machine-learning-algorithms#deep-learning#neural-networks
Stars543
Forks94
Last commit5 years ago
TorontoDeepLEarning convnet
TorontoDeepLEarning convnetCuda

A fast C++ GPU implementation of Convolutional Neural Networks with multi-GPU support.

#multi-gpu#deep-learning#neural-networks
Stars505
Forks229
Last commit5 years ago
Kaggle Galaxy Challenge
Kaggle Galaxy ChallengePython

Winning solution for the Galaxy Challenge on Kaggle, using convolutional neural networks to classify galaxy morphologies.

#kaggle-competition#astronomy#data-augmentation
Stars500
Forks184
Last commit11 years ago
visual-recognition-coreml
visual-recognition-coremlSwift

Classify images offline on iOS using Watson Visual Recognition trained models and Apple's Core ML framework.

#ios#watson-visual-recognition#watson
Stars487
Forks75
Last commit6 years ago
TResNet: High Performance GPU-Dedicated Architecture
TResNet: High Performance GPU-Dedicated ArchitecturePython

A PyTorch implementation of TResNet, a high-performance convolutional neural network architecture optimized for GPU training and inference.

#transfer-learning#deep-learning#imagenet
Stars478
Forks62
Last commit
CAI Neural API
CAI Neural APIPascal

A Pascal-based deep learning neural network API optimized for AVX/AVX2/AVX512 and OpenCL, supporting AMD, Intel, and NVIDIA hardware.

#free-pascal#avx-optimization#opencl
Stars419
Forks206
Last commit1 day ago
SiaNet
SiaNetC#

An easy-to-use C# deep learning library with support for multiple backends including TensorFlow, PyTorch, and CUDA/OpenCL.

#neural-network#model-training#deep-learning
Stars371
Forks81
Last commit7 years ago
Weakly_detector
Weakly_detectorJupyter Notebook

TensorFlow implementation of weakly-supervised object localization using only image-level labels, without bounding box annotations.

#transfer-learning#deep-learning#object-localization
Stars361
Forks87
Last commit
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#Deep Learning42
#Machine Learning38
#Computer Vision38
#Tensorflow17
#Neural Networks14
#Pytorch14
#Object Detection14
#Transfer Learning13
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