image-classification · GitHub Topics

Python 37.82 k

4 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)...

翻译 - PyTorch图像模型，脚本，预训练权重-（SE）ResNet / ResNeXT，DPN，EfficientNet，MixNet，MobileNet-V3 / V2，MNASNet，单路径NAS，FBNet等

Python 33.46 k

18 天前

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...

翻译 - Label️LabelImg是图形图像注释工具和图像中的标签对象边界框

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

Python 23.38 k

9 个月前

lucidrains / vit-pytorch

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

翻译 - 在Pytorch中实现视觉变压器，这是仅使用一个变压器编码器即可在视觉分类中实现SOTA的简单方法

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

Python 22.02 k

7 天前

HumanSignal / label-studio

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

翻译 - Label Studio是具有标准化输出格式的多类型数据标签和注释工具

JavaScript 21.16 k

4 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

翻译 - 快速的图像增强库，易于在其他库周围使用包装器

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 14.68 k

1 天前

microsoft / Swin-Transformer

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

翻译 - 这是“Swin Transformer：Hierarchical Vision Transformer using Shifted Windows”的官方实现。

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

Python 14.44 k

8 个月前

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 13.37 k

6 小时前

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

12.48 k

1 年前

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 12.37 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.

翻译 - 在Pytorch中为CNN和视觉变压器实现了许多类激活图方法。包括Grad-CAM，Grad-CAM ++，Score-CAM，Ablation-CAM和XGrad-CAM

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 11.25 k

2 个月前

microsoft / computervision-recipes

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

翻译 - 计算机视觉的最佳实践，代码示例和文档。

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 9.63 k

1 年前

voxel51 / fiftyone

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

翻译 - 用于构建高质量数据集和计算机视觉模型的开源工具

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 9.27 k

16 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

9.1 k

4 个月前

NirantK / awesome-project-ideas

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

翻译 - 机器学习，NLP，视觉，推荐系统项目创意的精选清单

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

8.18 k

2 年前

microsoft / ailab

#算法刷题#Experience, Learn and Code the latest breakthrough innovations with Microsoft AI

翻译 - 借助Microsoft AI体验，学习和编码最新的突破性创新

机器视觉 custom-vision OCR 人工智能 azure-functions 算法 luis language-learning translation bing-search object-detection image-classification Bot Internet of things C#JavaScript HTML dnn

C# 7.77 k

9 个月前

roboflow / notebooks

#计算机科学#This repository offers a comprehensive collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge...