43 Open Source Efficientnet Software Projects

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

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

Google Brain AutoML

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Implementation of EfficientNet model. Keras and TensorFlow Keras.

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

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

High level network definitions with pre-trained weights in TensorFlow

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

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

A treasure chest for image classification powered by PaddlePaddle

A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).

A PyTorch implementation of " EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks."

yolov3 with mobilenetv2 and efficientnet

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

LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation

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

:beers: :rocket: :city_sunset: face recognition project(pytorch)

Bridging the gap Between Stability and Scalability in Neural Architecture Search

CNN image classifier implemented in Keras Notebook 🖼️.

基于MobileNetV2/EfficientNet-b0/... + LSTM + CTC的不定长图像识别训练pytorch框架

Transfer Learning with EfficientNet in Keras

A PyTorch 1.0 Implementation of Unet with EfficientNet as encoder

Training examples and results for ImageNet/CIFAR/COCO/VOC training.Image Classification/Object Detection.

A PyTorch Implementation of "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks".

detectron2 backbone: resnet18, efficientnet, hrnet, mobilenet v2, resnest, bifpn

Gluon implementation of EfficientNet and EfficientNet-lite

Concise, Modular, Human-friendly PyTorch implementation of EfficientNet with Pre-trained Weights.

Insightface Keras implementation

Pytorch implementation of RetinaNet using EfficientNets as feature extractor or backbone network.

A collection of deep learning models (PyTorch implemtation)

Repository containing scripts to train and test a neural network whose goal is to detect presence of COVID-19

A tensorflow2 implementation of EfficientNet.

Keras Implementation of Unet with EfficientNet as encoder

PyTorch Implementation of the state-of-the-art model for object detection EfficientDet [pre-trained weights provided]

A Gluon Implement of EfficientNet

Fully supervised binary classification of skin lesions from dermatoscopic images using an ensemble of diverse CNN architectures (EfficientNet-B6, Inception-V3, SEResNeXt-101, SENet-154, DenseNet-169) with multi-scale input.

VoVNet, MobileNet, ShuffleNet, HarDNet, GhostNet, EfficientNet backbone networks and SKU-110K dataset for detectron2

Concise, Modular, Human-friendly PyTorch implementation of MixNet with Pre-trained Weights.

Neural-Backed Decision Tree sample integration with pytorch-image-models

Combines the SSL Method MixMatch with a pre-trained model (EfficientNet) on a chest x-ray dataset.

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks

Using efficientnet to provide embeddings for retrieval