Projects in Awesome Lists tagged with efficientnet

https://github.com/huggingface/pytorch-image-models

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

augmix convnext distributed-training dual-path-networks efficientnet image-classification imagenet maxvit mixnet mobile-deep-learning mobilenet-v2 mobilenetv3 nfnets normalization-free-training pretrained-models pretrained-weights pytorch randaugment resnet vision-transformer-models

Last synced: 29 Sep 2024

https://github.com/rwightman/pytorch-image-models

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

augmix convnext distributed-training dual-path-networks efficientnet image-classification imagenet maxvit mixnet mobile-deep-learning mobilenet-v2 mobilenetv3 nfnets normalization-free-training pretrained-models pretrained-weights pytorch randaugment resnet vision-transformer-models

Last synced: 05 Sep 2024

https://github.com/google/automl

Google Brain AutoML

automl efficientdet efficientnet efficientnetv2 object-detection

Last synced: 30 Sep 2024

https://github.com/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🔥

anchor-free android deep-learning deep-neural-networks efficientnet mnn model-zoo nanodet nanodet-plus ncnn object-detection openvino pytorch repvgg shufflenet

Last synced: 25 Sep 2024

https://github.com/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🔥

anchor-free android deep-learning deep-neural-networks efficientnet mnn model-zoo nanodet nanodet-plus ncnn object-detection openvino pytorch repvgg shufflenet

Last synced: 30 Jul 2024

https://github.com/zylo117/yet-another-efficientdet-pytorch

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

bifpn detection efficientdet efficientnet object-detection pytorch

Last synced: 30 Sep 2024

https://github.com/zylo117/Yet-Another-EfficientDet-Pytorch

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

bifpn detection efficientdet efficientnet object-detection pytorch

Last synced: 31 Jul 2024

https://github.com/qubvel/segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

densenet efficientnet fpn image-segmentation keras keras-examples keras-models keras-tensorflow linknet mobilenet pre-trained pretrained pspnet resnet resnext segmentation segmentation-models tensorflow tensorflow-keras unet

Last synced: 29 Sep 2024

https://github.com/qubvel/efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

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

Last synced: 30 Sep 2024

https://github.com/rwightman/efficientdet-pytorch

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

efficientdet efficientnet object-detection pytorch semantic-segmentation

Last synced: 03 Oct 2024

https://github.com/rwightman/gen-efficientnet-pytorch

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

caffe2 efficientnet fbnet mnasnet mobilenetv3 onnx pretrained-models pytorch

Last synced: 30 Sep 2024

https://github.com/toandaominh1997/efficientdet.pytorch

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

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

Last synced: 25 Sep 2024

https://github.com/toandaominh1997/EfficientDet.Pytorch

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

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

Last synced: 07 Aug 2024

https://github.com/bumble-tech/private-detector

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

bumble efficientnet image-classification tensorflow

Last synced: 26 Sep 2024

https://github.com/taehoonlee/tensornets

High level network definitions with pre-trained weights in TensorFlow

deep-learning densenet efficientnet faster-rcnn inception mobilenet mobilenetv2 mobilenetv3 model nasnet object-detection pnasnet resnet squeezenet tensorflow vgg yolo yolov2 yolov3 zoo

Last synced: 30 Sep 2024

https://github.com/signatrix/efficientdet

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

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

Last synced: 07 Aug 2024

https://github.com/calmiLovesAI/Basic_CNNs_TensorFlow2

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

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

Last synced: 31 Jul 2024

https://github.com/calmisential/Basic_CNNs_TensorFlow2

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

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

Last synced: 10 Aug 2024

https://github.com/cavalleria/cavaface

face recognition training project(pytorch)

amsoftmax apex arcface arcnegface attention-irse circleloss cosface curricularface dataparallel efficientnet face-recognition ghostnet loss mixup model-parallel network pytorch randaugment resnest resnet-irse

Last synced: 31 Jul 2024

https://github.com/ekzhang/fastseg

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

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

Last synced: 03 Aug 2024

https://github.com/zsef123/EfficientNets-PyTorch

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

deep-learning efficientnet pytorch

Last synced: 01 Aug 2024

https://github.com/fsx950223/mobilenetv2-yolov3

yolov3 with mobilenetv2 and efficientnet

darknet53 efficientnet keras mobilenetv2 tensorflow tf2 yolov3

Last synced: 01 Oct 2024

https://github.com/ntedgi/node-efficientnet

tensorflowJS implementation of EfficientNet 🚀

classification deep-learning efficientnet efficientnet-model hacktoberfest image-classification image-recognition imagenet mobilenet pretrained-models tensorflow tfjs

Last synced: 01 Aug 2024

https://github.com/linksense/LightNetPlusPlus

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

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

Last synced: 05 Aug 2024

https://github.com/MachineLP/PyTorch_image_classifier

Image classification: efficientnet/resnest/seresnext/.....

efficientnet image-classification resnest seresnext

Last synced: 03 Aug 2024

https://github.com/lannguyen0910/food-recognition

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

computer-vision deep-learning efficientnet food-analysis food-classification food-detection food-segmentation image-classification object-detection pytorch semantic-segmentation unetplusplus yolov5 yolov8

Last synced: 02 Aug 2024

https://github.com/chou141253/FGVC-PIM

Pytorch implementation for "A Novel Plug-in Module for Fine-Grained Visual Classification". fine-grained visual classification task.

efficientnet fgvc fine-grained-visual-categorization resnet swin-transformer vision-transformer

Last synced: 01 Aug 2024

https://github.com/rom1504/image_embeddings

Using efficientnet to provide embeddings for retrieval

computer-vision efficientnet embeddings recommendation-system representation-learning retrieval

Last synced: 03 Aug 2024

https://github.com/xiaomi-automl/SCARLET-NAS

Bridging the gap Between Stability and Scalability in Neural Architecture Search

efficientnet image-classification neural-architecture-search

Last synced: 01 Aug 2024

https://github.com/rwightman/efficientnet-jax

EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax

efficientnet flax flax-linen jax mixnet mobilenetv2 mobilenetv3 objax tpu

Last synced: 05 Aug 2024

https://github.com/doughtmw/HoloLens2-Machine-Learning

Using deep learning models for image classification directly on the HoloLens 2.

efficientnet hololens2 machine-learning

Last synced: 02 Aug 2024

https://github.com/alvinwan/nbdt-pytorch-image-models

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

efficientnet imagenet neural-backed-decision-trees pytorch

Last synced: 03 Aug 2024

https://github.com/krisharul26/tensorflow_certificate_exam-prepration

This is repo is in development. It is used to keep resources, course references, and code examples while preparing for the TensorFlow Developer Certification exam. If the work here helps you in some way please feel free to share, fork, or star.

efficientnet nlp-machine-learning optimization-algorithms pycharm-ide python resnet rmsprop tensorflow tensorflowhub tesnsorboard transfer-learning

Last synced: 26 Sep 2024

https://github.com/devdezzies/freshvision

Fruits freshness classifier with EfficientNet trained on Spoiled and fresh fruit inspection dataset, currently available for bananas, apples, and oranges

computer-vision convolutional-neural-networks efficientnet food-vision freshness-detection image-classification pytorch tensorboard

Last synced: 28 Sep 2024

https://github.com/behradsadeghi/flower-classification-efficientnet

Classifying images of flowers into 17 categories using EfficientNet-B0 and PyTorch.

cnn deep-learning efficientnet gradient-accumulation image-classification mixed-precision pytorch transfer-learning

Last synced: 26 Sep 2024

https://github.com/shreenidhi7700/rice-leaf-disease-prediction-using-convolutional-neural-network

Classifying images of rice leaf disease plants into various disease categories using Convolutional Neural Network

convolutional-neural-networks efficientnet inceptionv3 jupyter-notebook keras machine-learning matplotlib numpy os python resnet50 seaborn shutil-python tensorflow transfer-learning xception

Last synced: 26 Sep 2024

https://github.com/pranav-nagpure/plant-disease-prediction-nb

IPython Notebook to build the model for Plant Disease Prediction

efficientnet image-augmentation ipython-notebook keras-tensorflow machine-learning scikit-learn

Last synced: 27 Sep 2024