image-classification
There are 9227 repositories under image-classification topic.
emgucv
Emgu CV is a cross platform .Net wrapper to the OpenCV image processing library.
ECCV2024-Papers-with-Code
ECCV 2024 论文和开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2024论文和开源项目
sparseml
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
Attention-Gated-Networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
Awesome-Backbones
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
VideoPipe
A cross-platform video structuring (video analysis) framework. If you find it helpful, please give it a star: ) 跨平台的视频结构化（视频分析）框架，觉得有帮助的请给个星星 : )
fastdup
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.
MambaVision
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
TensorFlow2.0-Examples
🙄 Difficult algorithm, Simple code.
fast-autoaugment
Official Implementation of 'Fast AutoAugment' in PyTorch.
CoreML-Models
Converted CoreML Model Zoo.
pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming
torchdistill
A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
pytorch_classification
利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码
TensorRT-YOLO
🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️
poolformer
PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)
CV-pretrained-model
A collection of computer vision pre-trained models.
private-detector
Bumble's Private Detector - a pretrained model for detecting lewd images
involution
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
Mish
Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
easy-few-shot-learning
Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
training_extensions
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
cleanvision
Automatically find issues in image datasets and practice data-centric computer vision.
QuickDraw
Implementation of Quickdraw - an online game developed by Google
channel-pruning
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
xtreme1
Xtreme1 is an all-in-one data labeling and annotation platform for multimodal data training and supports 3D LiDAR point cloud, image, and LLM.
torchxrayvision
TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
LibFewShot
[TPAMI 2023] LibFewShot: A Comprehensive Library for Few-shot Learning.
pytorch-image-classification
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
HRNet-Image-Classification
Train the HRNet model on ImageNet
SimMIM
This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".
DAT
Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Attention
FasterViT
[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention
UniFormer
[ICLR2022] official implementation of UniFormer