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Search results for machine learning image classification

image-classification x

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243 search results found

Ultralytics ⭐ 18,719

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

Albumentations ⭐ 13,343

Fast 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

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.

Pytorch Grad Cam ⭐ 8,723

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

Techniques ⭐ 7,678

Techniques for deep learning with satellite & aerial imagery

Awesome Project Ideas ⭐ 6,856

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

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

Have Fun With Machine Learning ⭐ 4,912

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

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.

A library for transfer learning by reusing parts of TensorFlow models.

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Deepdetect ⭐ 2,492

Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

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

Emgucv ⭐ 1,924

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

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

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)

Training_extensions ⭐ 1,119

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

Coreml Models ⭐ 1,012

Converted CoreML Model Zoo.

Torchxrayvision ⭐ 760

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

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

Medical image processing in Python

Awesome Computer Vision Models ⭐ 494

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

Rectlabel Support ⭐ 477

RectLabel is an offline image annotation tool for object detection and segmentation.

Seefood ⭐ 438

Inspired by HBO's Silicon Valley: SeeFood is an iOS app that uses CoreML to detect various dishes

RMDL: Random Multimodel Deep Learning for Classification

Efficient Learning of Augmentation Policy Schedules

Ipyplot ⭐ 390

IPyPlot is a small python package offering fast and efficient plotting of images inside Python Notebooks. It's using IPython with HTML for faster, richer and more interactive way of displaying big numbers of images.

Clarifai Python ⭐ 384

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

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.

Flutter_programs ⭐ 347

Experiments with Mobile

Lightnet ⭐ 321

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

🚤 Label data at scale. Fun and precision included.

Examples ⭐ 289

Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc.

Artificio ⭐ 269

Deep Learning Computer Vision Algorithms for Real-World Use

Nsfwspy.net ⭐ 266

A .NET image and video classifier used to identify explicit/pornographic content written in C#.

Ml Classifier Ui ⭐ 233

A UI tool for quickly training image classifiers in the browser

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

Sharpened Cosine Similarity ⭐ 212

An alternative to convolution in neural networks

Imageatm ⭐ 209

Image classification for everyone.

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).

Hugsvision ⭐ 170

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

Dataturks ⭐ 165

ML data annotations made super easy for teams. Just upload data, add your team and build training/evaluation dataset in hours.

Iresnet ⭐ 157

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

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

Cnn Svm ⭐ 151

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

Malware Classification ⭐ 140

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

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/

Pytorch_classifiers ⭐ 123

Almost any Image classification problem using pytorch

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.

Deep_learning_in_python_2018 ⭐ 114

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

Image_classifier ⭐ 107

CNN image classifier implemented in Keras Notebook 🖼️.

Tomophantom ⭐ 105

Software to generate 2D/3D/4D analytical phantoms and their Radon transforms (parallel beam) for image processing

Moganet ⭐ 100

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

Ml Classifier ⭐ 92

A tool for quickly training image classifiers in the browser

Torchflare ⭐ 83

TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.

Image Classification By Keras And Tensorflow ⭐ 82

Image Classification using Keras as well as Tensorflow.

Object Recognition Tensorflow ⭐ 81

Object Recognition using TensorFlow and Java

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

Imagedataaugmentor ⭐ 77

Custom image data generator for TF Keras that supports the modern augmentation module albumentations

Lightningfsl ⭐ 76

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

Prg4ssl Mnar ⭐ 72

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

Denoised Smoothing ⭐ 69

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

Pytorch_notebooks ⭐ 64

A collection of PyTorch notebooks for learning and practicing deep learning

Ml2017fall ⭐ 63

Machine Learning (EE 5184) in NTU

Visualizingndf ⭐ 61

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

The Third Eye ⭐ 61

An AI based application to identify currency and gives audio feedback.

Robotics Level 4 ⭐ 59

This repo contains projects created using TensorFlow-Lite on Raspberry Pi and Teachable Machine. AI and ML capabilities have been integrated with Robot's software.

Image Classification App With Teachable Machine ⭐ 56

Android app that uses a TensorFlow Lite model for image classification of common objects, trained through Google's Teachable Machine.

Blur And Clear Classification ⭐ 56

Classifying the Blur and Clear Images

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Labelme2coco ⭐ 55

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

Etiketai ⭐ 55

Etiketai is an online tool designed to label images, useful for training AI models

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".

Photo Organizer ⭐ 46

Lviv Data Science Summer School 2016 project

Balanced Loss ⭐ 43

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

Serving Pytorch Models ⭐ 43

Serving PyTorch models with TorchServe 🔥

Tensorpy ⭐ 42

Easy Image Classification with TensorFlow

Images Web Crawler ⭐ 42

This package is a complete tool for creating a large dataset of images (specially designed -but not only- for machine learning enthusiasts). It can crawl the web, download images, rename / resize / covert the images and merge folders..

Imannotate ⭐ 41

Image annotation tool to make Machine Learning or others stuffs

A face recognition based attendance system

Hardhat Detector ⭐ 40

A convolutional neural network implementation of a script that detects whether an individual is wearing a hardhat or not.

Plant_disease_detector ⭐ 40

AI powered plant disease detection and assistance platform currently available as an App and API.

German Traffic Sign Classification Using Tensorflow ⭐ 40

In this project, I used Python and TensorFlow to classify traffic signs. Dataset used: German Traffic Sign Dataset. This dataset has more than 50,000 images of 43 classes. I was able to reach a +99% validation accuracy, and a 97.3% testing accuracy.

Transformer In Transformer ⭐ 40

An Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches

React Native Caffe2 ⭐ 39

React native package to use caffe2 models. Use deep learning on hybrid mobile application within 2 min

Serving Tensorflow Models ⭐ 37

Serving TensorFlow models with TensorFlow Serving 📙

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