image-classification · GitHub Topics

Python 41.97 k

8 小时前

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT)...

Python 34.45 k

11 小时前

HumanSignal / labelImg

#计算机科学#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 dat...

Python annotations 工具 imagenet 深度学习 detection recognition image-classification

Python 23.84 k

1 年前

lucidrains / vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

人工智能 attention-mechanism transformers 机器视觉 image-classification

Python 23.09 k

3 个月前

HumanSignal / label-studio

#数据仓库#Label Studio is a multi-type data labeling and annotation tool with standardized output format

JavaScript 22.52 k

19 小时前

albumentations-team / albumentations

#计算机科学#Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

image-augmentation 机器学习 augmentation 深度学习 detection fast-augmentations segmentation image-segmentation 图像处理 image-classification Python object-detection

Python 14.99 k

3 天前

microsoft / Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

swin-transformer image-classification object-detection semantic-segmentation imagenet mscoco ade20k mask-rcnn

Python 14.89 k

1 年前

cvat-ai / cvat

#计算机科学#CVAT 是一个领先的工业级用于机器学习的图片、视频标注工具。

Python 13.89 k

2 天前

chenyuntc / pytorch-book

#计算机科学#PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

PyTorch pytorch-tutorials pytorch-tutorials-cn 深度学习 neural-style charrnn Generative Adversarial Network caption neuraltalk image-classification visdom tensorboard tensor autograd Jupyter Notebook

Jupyter Notebook 12.51 k

1 年前

extreme-assistant / CVPR2024-Paper-Code-Interpretation

#计算机科学#cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

机器视觉 cvpr2020 cvpr2019 深度学习机器学习 object-detection image-segmentation image-classification papers cvpr2021 cvpr2022

12.5 k

1 年前

jacobgil / pytorch-grad-cam

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

深度学习 PyTorch grad-cam visualizations interpretability interpretable-ai interpretable-deep-learning score-cam class-activation-maps vision-transformers explainable-ai xai image-classification 机器学习 object-detection 机器视觉 explainable-ml

Python 11.76 k

2 个月前

microsoft / computervision-recipes

#计算机科学#Best Practices, code samples, and documentation for Computer Vision.

机器学习机器视觉深度学习 Python Jupyter Notebook operationalization Kubernetes Azure Microsoft 数据科学教程人工智能 image-classification 图像处理 similarity object-detection convolutional-neural-networks

Jupyter Notebook 9.7 k

1 年前

voxel51 / fiftyone

#计算机科学#Refine high-quality datasets and visual AI models

机器学习人工智能深度学习机器视觉 developer-tools 数据科学 Python active-learning data-centric-ai data-cleaning data-curation data-quality image-classification object-detection unstructured-data vector-search 可视化

Python 9.59 k

5 小时前

satellite-image-deep-learning / techniques

#数据仓库#Techniques for deep learning with satellite & aerial imagery

深度学习深度神经网络 satellite-imagery Tensorflow Keras PyTorch Python 机器学习 sentinel satellite-images dataset remote-sensing 数据集 convolutional-neural-networks image-classification satellite-data earth-observation object-detection

9.43 k

3 天前

NirantK / awesome-project-ideas

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

深度学习 forecasting 机器学习 classification series-forecasting image-classification Awesome Lists dataset multi-label-classification

8.34 k

2 年前

OpenGVLab / InternVL

#大语言模型#[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

image-classification image-text-retrieval 大语言模型 semantic-segmentation video-classification vision-language-model vit-22b vit-6b multi-modal gpt gpt-4v gpt-4o

Python 8.33 k

17 天前

roboflow / notebooks

#计算机科学#A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like YOLO11, RT-DETR, SAM 2, ...