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efficientnet

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rwightman / pytorch-image-models

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Open

Feature request : ghostnet

1

pfeatherstone commented Apr 8, 2020

Please can you train ghostnet.
(i don't have the imagenet dataset)

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good first issue help wanted

zylo117 / Yet-Another-EfficientDet-Pytorch

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

detection pytorch object-detection efficientnet efficientdet bifpn

Updated Aug 26, 2020
Python

google / automl

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Google Brain AutoML

detection object-detection automl efficientnet efficientdet

Updated Sep 12, 2020
Jupyter Notebook

qubvel / segmentation_models

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Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Updated Aug 19, 2020
Python

qubvel / efficientnet

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Implementation of EfficientNet model. Keras and TensorFlow Keras.

deep-learning efficient classification imagenet image-classification pretrained-models mobilenet nasnetmobile efficientnet

Updated Aug 24, 2020
Python

toandaominh1997 / EfficientDet.Pytorch

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Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

demo computer-vision detection pytorch nms coco object-detection pascal-voc multibox focalloss efficientnet efficientdet-d0

Updated Jul 12, 2020
Python

rwightman / gen-efficientnet-pytorch

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

pytorch pretrained-models caffe2 onnx mnasnet fbnet mobilenetv3 efficientnet

Updated Sep 7, 2020
Python

taehoonlee / tensornets

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High level network definitions with pre-trained weights in TensorFlow

Updated Sep 3, 2020
Python

rwightman / efficientdet-pytorch

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Open

tpu problem with class values

2

romanoss commented May 31, 2020

Hi,
I try to get EfficientDet running on Kaggle TPUs following Alex Shonenkov's kernel

I am rather a beginner with python and pytorch - sorry...

the model runs ok on GPU - is it possible, that there is a problem with num_classes=1?

the call stack is like:

`def get_net(imgsize=IMG_SIZE, use_checkpoint=None):
config = get_efficientdet_config('tf_efficientdet_d4')
net = Effici

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good first issue

signatrix / efficientdet

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

deep-learning neural-network pytorch object-detection coco-dataset efficientnet efficientdet

Updated Aug 30, 2020
Python

PaddlePaddle / PaddleClas

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A treasure chest for image classification powered by PaddlePaddle

image-classification knowledge-distillation data-augmentation mixup xception autoaugment res2net mobilenetv3 efficientnet cutmix hrnet randaugment gridmask resnetvd ssld

Updated Sep 12, 2020
Python

calmisential / Basic_CNNs_TensorFlow2

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

tensorflow image-classification image-recognition densenet resnet squeezenet resnext senet inception-resnet-v2 mobilenet-v2 seresnet shufflenet-v2 inception-v4 mobilenet-v1 tensorflow2 mobilenet-v3 efficientnet

Updated Jul 11, 2020
Python

zsef123 / EfficientNets-PyTorch

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

deep-learning pytorch efficientnet

Updated Dec 18, 2019
Python

fsx950223 / mobilenetv2-yolov3

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yolov3 with mobilenetv2 and efficientnet

tensorflow keras tf2 mobilenetv2 yolov3 darknet53 efficientnet

Updated Apr 9, 2020
Python

nerox8664 / awesome-computer-vision-models

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

machine-learning awesome computer-vision deep-learning machine-learning-algorithms image-classification awesome-list densenet resnet object-detection semantic-segmentation mixnet awesome-lists computer-vision-algorithms machine-learning-models nasnet diracnet sknet efficientnet proxylessnas

Updated Aug 28, 2020

ansleliu / LightNetPlusPlus

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

pytorch apex attention-mechanism semantic-segmentation mixnet cityscapes mobilenetv2 mobilenetv2plus unsharp-masking aspp deeplab-v3-plus deepdrive shufflenetv2 lightnet shufflenetv2plus inplaceabn dense-aspp light-weighted-network efficientnet bifpn

Updated Mar 24, 2020
Python

fastseg

ekzhang / fastseg

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

computer-vision deep-learning pytorch semantic-segmentation kitti-dataset cityscapes edge-computing deeplabv3 mapillary-vistas-dataset aspp mobilenetv3 efficientnet

Updated Aug 14, 2020
Python

cavalleria / cavaface.pytorch

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Open

A question about the augmentation method

18

Gary-Deeplearning commented Jul 17, 2020

HI, the repo is a nice work, thanks for your sharing.
I want to know if these augmentation methods are effective,
like the RandomErasing/Mixup/RandAugment/Cutout/CutMix?

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good first issue

xiaomi-automl / SCARLET-NAS

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Bridging the gap Between Stability and Scalability in Neural Architecture Search

image-classification neural-architecture-search efficientnet

Updated Aug 10, 2020
Python

image_classifier

gsurma / image_classifier

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CNN image classifier implemented in Keras Notebook 🖼️.

python machine-learning ai notebook keras ml cnn artificial-intelligence image-classification image-recognition convolutional-neural-networks transfer-learning cnn-keras cnn-classification colaboratory google-colab efficientnet efficientnet-keras

Updated Dec 9, 2019
Jupyter Notebook

sml2h3 / captcha_trainer_pytorch

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

pytorch classfication mobilenetv2 efficientnet

Updated Aug 31, 2020
Python

Tony607 / efficientnet_keras_transfer_learning

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Transfer Learning with EfficientNet in Keras

keras transfer-learning efficientnet

Updated Mar 13, 2020
Jupyter Notebook

zhoudaxia233 / EfficientUnet-PyTorch

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A PyTorch 1.0 Implementation of Unet with EfficientNet as encoder

image-segmentation unet unet-pytorch efficientnet efficientunet

Updated Aug 10, 2019
Python

zgcr / pytorch-ImageNet-CIFAR-COCO-VOC-training

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Training examples and results for ImageNet/CIFAR/COCO/VOC training.

pytorch apex imagenet image-classification coco resnet object-detection cifar darknet knowledge-distillation voc retinanet fcos efficientnet vovnet regnet imagenet-training coco-training voc-training

Updated Sep 10, 2020
Python

narumiruna / efficientnet-pytorch

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

pytorch mnist imagenet cifar10 efficientnet

Updated May 18, 2020
Python

sxhxliang / detectron2_backbone

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

backbone pytorch resnet18 efficientnet hrnet detectron2

Updated Jul 2, 2020
Python

mnikitin / EfficientNet

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Gluon implementation of EfficientNet and EfficientNet-lite

deep-learning mxnet gluon efficientnet

Updated Mar 22, 2020
Python

ansleliu / EfficientNet.PyTorch

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

pytorch imagenet pretrained-weights efficient-inference efficientnet efficient-model efficientnet-pytorch efficientnet-pretrained efficientseg

Updated Feb 22, 2020
Python

leondgarse / Keras_insightface

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Insightface Keras implementation

tensorflow keras triplet arcface insightface tensorflow2 efficientnet resnest

Updated Sep 11, 2020
Python

ViswanathaReddyGajjala / EfficientNet-RetinaNet

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

computer-vision deep-learning pytorch object-detection retinanet efficientnet

Updated Aug 16, 2020
Python

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