1.ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+6,876 stars
from 56,142 · score 8.84
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13 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
2.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+1,389 stars
from 56,858 · score 7.24
3.cvat-ai / cvat
CVAT is a leading data annotation platform for image, video, audio, and 3D datasets. It offers open-source, cloud, and enterprise products, as well as labeling services, with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.
+1,378 stars
from 15,666 · score 7.23
4.huggingface / pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
+703 stars
from 36,560 · score 6.56
5.lucidrains / vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
+543 stars
from 25,011 · score 6.30
6.jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
+294 stars
from 12,709 · score 5.69
7.microsoft / Swin-TransformerArchived
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
+279 stars
from 15,806 · score 5.63
8.OpenGVLab / InternVL
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型
+254 stars
from 9,919 · score 5.54
9.HumanSignal / labelImgArchived
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
+216 stars
from 24,815 · score 5.38
10.albumentations-team / albumentationsArchived
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
+86 stars
from 15,217 · score 4.47
11.Project-AgML / AgML
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.
+76 stars
from 274 · score 4.34
12.humphd / have-fun-with-machine-learning
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
+26 stars
from 5,091 · score 3.30
13.catalyst-team / catalyst
Accelerated deep learning R&D
+24 stars
from 3,364 · score 3.22