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Imagenet Python Packages

Python packages with the GitHub topic imagenet. Sorted by relevance, with stars and monthly downloads.
huggingface
timm

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

13.4M 37K 5K
qubvel-org
segmentation-models-pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

765K 12K 2K
lukemelas
efficientnet-pytorch

A PyTorch implementation of EfficientNet

227K 8K 2K
cadene
pretrainedmodels

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

113K 9K 2K
qubvel
efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

96K 2K 463
cvat-ai
cvat-sdk

Computer Vision Annotation Tool (CVAT) is a leading platform for building high-quality visual datasets for vision AI. It offers open-source, cloud, and enterprise products, as well as labeling services, for image, video, and 3D annotation with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.

89K 16K 4K
tzutalin
labelimg

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.

29K 25K 7K
open-edge-platform
datumaro

Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.

26K 671 154
qubvel
image-classifiers

Classification models trained on ImageNet. Keras.

21K 1K 309
cvat-ai
cvat-cli

Computer Vision Annotation Tool (CVAT) is a leading platform for building high-quality visual datasets for vision AI. It offers open-source, cloud, and enterprise products, as well as labeling services, for image, video, and 3D annotation with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.

9K 16K 4K
leondgarse
keras-cv-attention-models

Keras beit,caformer,CMT,CoAtNet,convnext,davit,dino,efficientdet,edgenext,efficientformer,efficientnet,eva,fasternet,fastervit,fastvit,flexivit,gcvit,ghostnet,gpvit,hornet,hiera,iformer,inceptionnext,lcnet,levit,maxvit,mobilevit,moganet,nat,nfnets,pvt,swin,tinynet,tinyvit,uniformer,volo,vanillanet,yolor,yolov7,yolov8,yolox,gpt2,llama2, alias kecam

7K 625 97
tensorlayer
tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

4K 7K 2K
yingkaisha
keras-unet-collection

The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.

4K 761 185
qubvel
d3m-segmentation-models-pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

3K 12K 2K
qubvel
segmentation-models-pytorch-deepflash2

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

3K 12K 2K
osmr
chainercv2

Sandbox for training deep learning networks

2K 3K 554
yoshitomo-matsubara
torchdistill

A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods presented at TPAMI, CVPR, ICLR, ECCV, NeurIPS, ICCV, AAAI, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

2K 2K 145
osmr
gluoncv2

Sandbox for training deep learning networks

2K 3K 554
hendrycks
imagenet-c

Corruption and Perturbation Robustness (ICLR 2019)

1K 1K 151
osmr
kerascv

Sandbox for training deep learning networks

1K 3K 554
tiger2017
mlclf

mini-imagenet dataset transformed to fit classification task or keep the format for meta-learning tasks.

1K 29 6
rohitgr7
tvmodels

Implementation of vision models with their pretrained weights

1K 12 1
osmr
tensorflowcv

Image classification models for TensorFlow

1K 3K 554
awsaf49
gcvit

Tensorflow 2.0 Implementation of GCViT: Global Context Vision Transformer. https://github.com/awsaf49/gcvit-tf

1K 28 6
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