image-classification · GitHub Topics

ultralytics

@ultralytics

#计算机科学# Ultralytics YOLO11 🚀

hub ultralytics yolov8 yolo deep-learning image-classification machine-learning object-detection pytorch pose

Python32.87 k

20 小时前

labelImg

@HumanSignal

#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

python2 python3 annotations tools imagenet deep-learning detection recognition image-classification

Python22.82 k

5 个月前

vit-pytorch

Phil Wang@lucidrains

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

artificial-intelligence attention-mechanism transformers computer-vision image-classification

Python20.72 k

2 天前

albumentations

@albumentations-team

#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 machine-learning augmentation deep-learning detection fast-augmentations segmentation image-segmentation image-processing image-classification

Python14.29 k

1 天前

Swin-Transformer

Microsoft@microsoft

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

Python13.95 k

4 个月前

CVPR2024-Paper-Code-Interpretation

@extreme-assistant

#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

computer-vision cvpr2020 cvpr2019 deep-learning machine-learning object-detection image-segmentation image-classification papers cvpr2021

12.45 k

7 个月前🇨🇳

pytorch-book

@chenyuntc

#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 deep-learning neural-style charrnn gan caption neuraltalk image-classification

Jupyter Notebook12.16 k

1 年前

awesome-project-ideas

@NirantK

#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

deep-learning forecasting machine-learning classification series-forecasting image-classification awesome-list awesome dataset multi-label-classification

7.89 k

2 年前

InternVL

@OpenGVLab

#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 llm semantic-segmentation video-classification vision-language-model vit-22b vit-6b multi-modal gpt

Python6.08 k

3 天前

gluon-cv

Distributed (Deep) Machine Learning Community@dmlc

#计算机科学# Gluon CV Toolkit

翻译 - Gluon CV工具包

deep-learning computer-vision neural-network gluon mxnet machine-learning image-classification object-detection semantic-segmentation gan

Python5.84 k

7 个月前

notebooks

@roboflow

#计算机科学# Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like...

computer-vision deep-learning deep-neural-networks image-classification image-segmentation object-detection yolov5 yolov6 yolov7 pytorch

Jupyter Notebook5.57 k

9 天前

PaddleClas

@PaddlePaddle • 百度

PaddleClas 是一个为工业界和学术界所准备的图像识别任务工具集

image-classification knowledge-distillation autoaugment randaugment gridmask cutmix deit repvgg swin-transformer pretrained-models

Python5.48 k

1 天前🇨🇳

super-gradients

@Deci-AI

#计算机科学# Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

deep-learning neural-network pretrained-weights pretrained-models pytorch object-detection image-classification computer-vision semantic-segmentation imagenet

Jupyter Notebook4.6 k

2 个月前

pytorch-cifar100

@weiaicunzai

#计算机科学# Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, N...

翻译 - 在cifar100上进行实践（ResNet，DenseNet，VGG，GoogleNet，InceptionV3，InceptionV4，Inception-ResNetv2，Xception，Resnet In Resnet，ResNext，ShuffleNet，ShuffleNetv2，MobileNet，MobileNetv2，SqueezeNet，NasNet，残留注意力网络，SENet）

pytorch image-classification deep-learning cifar100 resnet googlenet inceptionv4 xception resnext inceptionv3

Python4.3 k

4 个月前