image-classification

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

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

ECCV 2026 论文和开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2026论文和开源项目

[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone

Implementation of EfficientNet model. Keras and TensorFlow Keras.

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

fastdup is a powerful, free tool designed to rapidly generate valuable insights from image and video datasets. It helps enhance the quality of both images and labels, while significantly reducing data operation costs, all with unmatched scalability.

🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️

A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods presented at TPAMI, CVPR, ICLR, ECCV, NeurIPS, ICCV, AAAI, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

PyTorch extensions for fast R&D prototyping and Kaggle farming

PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)

Build, train, optimize, and run computer vision models locally, from raw images to live inference. Open source, optimized for Intel XPU (CPU-only and CUDA also supported).

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

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

Xtreme1 is an all-in-one data labeling and annotation platform for multimodal data training and supports 3D LiDAR point cloud, image, and LLM.

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

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

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

[TPAMI 2023] LibFewShot: A Comprehensive Library for Few-shot Learning.

HAnd Gesture Recognition Image Dataset

:fire: :fire: :fire: A paper list of some recent Computer Vision(CV) works

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

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

[ICLR2022] official implementation of UniFormer

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

YoloDotNet - A C# .NET 8.0 project for Classification, Object Detection, OBB Detection, Segmentation and Pose Estimation in both images and live video streams.

A powerful baseline for image classification, face recognition and image retrieval with Pytorch

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

Image Signal Processing (ISP) Guide. Learn all about the process of converting an image/video into digital form by performing tasks like noise reduction, filtering, auto exposure, autofocus, HDR correction, and image sharpening with a Specialized type of media processor.

Medical image processing in Python