efficientnet 开源项目推荐（1,384 个）

huggingface /pytorch-image-models

最大的 PyTorch 图像编码器/骨干网络集合。包括训练、评估、推理、导出脚本和预训练权重——ResNet、ResNeXT、EfficientNet、NFNet、Vision Transformer (ViT)、MobileNetV4、MobileNet-V3 & V2、RegNet、DPN、CSPNet、Swin Transformer、MaxViT、CoAtNet、ConvNeXt 等

google /automl

Google Brain AutoML

RangiLyu /nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

zylo117 /Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

qubvel /segmentation_models

基于预训练主干网络的分割模型。使用Keras和TensorFlow框架实现。

qubvel /efficientnet

EfficientNet模型的实现。Keras和TensorFlow Keras。

UniClipboard /UniClipboard

Real-time clipboard sync across all your devices — local-first, peer-to-peer, and end-to-end encrypted. No account. No cloud dependency. No central server.

rwightman /efficientdet-pytorch

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

rwightman /gen-efficientnet-pytorch

预训练的EfficientNet、EfficientNet-Lite、MixNet、MobileNetV 3/ V2、MNASNet A1和B1、FBNet、单路径NAS

toandaominh1997 /EfficientDet.Pytorch

实现高效Det：PyTorch中可扩展且高效的对象检测

bumble-tech /private-detector

Bumble's Private Detector - a pretrained model for detecting lewd images

taehoonlee /tensornets

High level network definitions with pre-trained weights in TensorFlow

szq0214 /MEAL-V2

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.

signatrix /efficientdet

(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH

gmalivenko /awesome-computer-vision-models

A list of popular deep learning models related to classification, segmentation and detection problems

calmiLovesAI /Basic_CNNs_TensorFlow2

一些基本CNNs（MobileNetV1/V2/V3、EfficientNet、ResNeXt、InceptionV4、InceptionResNetV1/V2、SENet、SqueezeNet、DenseNet、ShuffleNetV2、ResNet）的tensorflow2实现。

d-li14 /efficientnetv2.pytorch

EfficientNetV2 系列的 PyTorch 实现

cavalleria /cavaface

face recognition training project(pytorch)

lannguyen0910 /food-recognition

🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation 🍞🍖🍕

ekzhang /fastseg

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