Efficientnet Python Packages

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

13.2M 37K 5K

effdet

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

558K 2K 302

efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

79K 2K 463

geffnet

Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS

55K 2K 216

segmentation-models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

19K 5K 1K

mammoclip

Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography

1K 90 34

timm-3d

Python library with Neural Networks for Volume (3D) Classification based on PyTorch.

838 84 8

efficientnet-lite-pytorch

EfficientNet-Lite implemented in PyTorch.

542 15 10

timm-ctp

(Unofficial) PyTorch Image Models

539 37K 5K

tvmodels

Pytorch implementation of vision models.

529 12 1

fastseg

📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance

429 362 34

efficientunet-pytorch

A PyTorch 1.0 Implementation of Unet with EfficientNet as encoder

364 161 34

hyperion-ml

Python toolkit for speech processing

279 72 21

tensornets

High level network definitions with pre-trained weights in TensorFlow

275 1K 179

timm-clean

(Unofficial) PyTorch Image Models, with torch dependency removed in setup.py

264 37K 5K

efficientunet

Keras Implementation of Unet with EfficientNet as encoder.

198 48 26

segmentation-models-zwy

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

193 5K 1K

timm-eidl

PyTorch Image Models

76 37K 5K

instances

1 37K 5K

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