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Projects in Awesome Lists tagged with efficientnet

A curated list of 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 efficientnet image-classification imagenet maxvit mixnet mobile-deep-learning mobilenet-v2 mobilenetv3 nfnets normalization-free-training optimizer pretrained-models pretrained-weights pytorch randaugment resnet vision-transformer-models

Last synced: 11 Dec 2025

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: 14 May 2025

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: 14 Mar 2025

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: 14 May 2025

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: 20 Mar 2025

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: 14 May 2025

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: 14 May 2025

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: 19 Jul 2025

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: 14 Aug 2025

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: 16 May 2025

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: 19 Jul 2025

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: 20 Mar 2025

https://github.com/d-li14/efficientnetv2.pytorch

PyTorch implementation of EfficientNetV2 family

efficientnet efficientnetv2 icml2021 imagenet pytorch-implementation

Last synced: 05 Apr 2025

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: 09 Apr 2025

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

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

deep-learning efficientnet pytorch

Last synced: 03 Apr 2025

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

yolov3 with mobilenetv2 and efficientnet

darknet53 efficientnet keras mobilenetv2 tensorflow tf2 yolov3

Last synced: 06 Apr 2025

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: 21 Apr 2025

https://github.com/MachineLP/PyTorch_image_classifier

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

efficientnet image-classification resnest seresnext

Last synced: 08 May 2025

https://github.com/sml2h3/captcha_trainer_pytorch

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

classfication efficientnet mobilenetv2 pytorch

Last synced: 11 Sep 2025

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: 05 Apr 2025

https://github.com/zhoudaxia233/efficientunet-pytorch

A PyTorch 1.0 Implementation of Unet with EfficientNet as encoder

efficientnet efficientunet image-segmentation unet unet-pytorch

Last synced: 29 Oct 2025

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: 03 Apr 2025

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: 20 Jul 2025

https://github.com/narumiruna/efficientnet-pytorch

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

cifar10 efficientnet imagenet mnist pytorch

Last synced: 05 Apr 2025

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: 29 Apr 2025

https://github.com/adeelh/pytorch-fpn

PyTorch implementations of some FPN-based semantic segmentation architectures: vanilla FPN, Panoptic FPN, PANet FPN; with ResNet and EfficientNet backbones.

computer-vision deep-learning deeplearning efficientnet feature-pyramid-network fpn implementation-of-research-paper machine-learning neural-network pytorch pytorch-fpn pytorch-implementation resnet semantic-segmentation semantic-segmentation-architectures

Last synced: 14 Apr 2025

https://github.com/zhoudaxia233/efficientunet

Keras Implementation of Unet with EfficientNet as encoder

efficientnet efficientunet image-segmentation keras-tensorflow unet unet-keras

Last synced: 14 Aug 2025

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: 26 Jul 2025

https://github.com/zabir-nabil/fibro-cosanet

Idiopathic pulmonary fibrosis (IPF) is a restrictive interstitial lung disease that causes lung function decline by lung tissue scarring. Although lung function decline is assessed by the forced vital capacity (FVC), determining the accurate progression of IPF remains a challenge. To address this challenge, we proposed Fibro-CoSANet, a novel end-to-end multi-modal learning-based approach, to predict the FVC decline. Fibro-CoSANet utilized CT images and demographic information in convolutional neural network frameworks with a stacked attention layer. Extensive experiments on the OSIC Pulmonary Fibrosis Progression Dataset demonstrated the superiority of our proposed Fibro-CoSANet by achieving the new state-of-the-art modified Laplace Log-Likelihood score of -6.68. This network may benefit research areas concerned with designing networks to improve the prognostic accuracy of IPF.

ct-scans deep-learning efficient-networks efficientnet fvc lung-disease lungs lungs-ct-scan mri pulmonary pytorch

Last synced: 26 Jul 2025

https://github.com/jintao-huang/efficientnet_pytorch

实现风格与torchvision.models中的网络类似

efficientnet pytorch

Last synced: 02 Oct 2025

https://github.com/dalageo/iddroadsegmentation

Distinguishing Urban Roads from Non-Road Regions in the Indian Driving Dataset(IDD) Using Binary Deep Learning Segmentation 🛣️

cnn computer-vision deep-learning efficientnet fpn image-segmentation python pytorch segmentation-models u-net

Last synced: 04 Sep 2025

https://github.com/kazuhito00/fingerframelens

FingerFrame検出を行った結果に対し、画像クラス分類を行うデモです（This is a demo that classifies images based on the results of FingerFrame detection.）

classification efficientdet efficientnet finger-frame object-detection opencv tensorflow2

Last synced: 15 Jul 2025

https://github.com/kazuhito00/single-hand-localization

単一の手の位置推定を行う試験的なモデルです。手のXY座標とクラス分類結果(無し、パー、グー)の出力を行います。

efficientnet hand keras localization mobilenet onnx raspberry-pi tensorflow tensorflow-lite

Last synced: 15 Jul 2025

https://github.com/sd2001/efficientnet

Implementation of EfficientNet: Rethinking Model Scaling for CNNs

cnn efficientnet keras python3 sckit-image tensorflow2

Last synced: 11 Apr 2025

https://github.com/aidinhamedi/pytorch-garbage-classification

Welcome to the repository of our garbage classification project! We have developed a model using PyTorch and EfficientNet-B4 that classifies garbage into twelve different types. The model has achieved an impressive accuracy of 98.45%.

classification efficientnet garbage-classification garbage-detection pyt python pytorch pytorch-cnn pytorch-tutorial

Last synced: 06 Apr 2025

https://github.com/silvermete0r/redeepfake-demo-app

ReDeepFake Demo App - Advanced Deepfake detection model for 2D flat images.

cnn deep-learning deepfake-detection deepfakes efficientnet neural-network tensorflow

Last synced: 30 Apr 2025

https://github.com/abhiramdodda/two-stage-plant-diesease-detection

In this repo a two stage plant disease detection is introduced which reduces time required for training and gives greater accuracy.

deep-neural-networks efficientnet image-processing tensorflow

Last synced: 14 Oct 2025

https://github.com/jahongir7174/efficientnet

EfficientNet implementation using PyTorch

efficientnet imagenet pytorch training

Last synced: 12 Mar 2025

https://github.com/Nanditha-Prabhu/dermacare

This Arsenic Disease Detection Tool, Dermacare successfully utilizes the potential of machine Learning and image processing techniques to classify skin images as healthy or infected and assess the severity of arsenic-related skin conditions. Along with this it also provides a list of nearest dermatologists for emergency.

deep-learning efficientnet flask reactjs tailwindcss

Last synced: 15 Jul 2025

https://github.com/memgonzales/mirror-segmentation

Presented at the 2023 International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG 2023). Lightweight mirror segmentation CNN that uses an EfficientNet backbone, employs parallel convolutional layers to capture edge features, and applies filter pruning for model compression

cnn cnn-compression computer-vision convolutional-neural-networks deep-learning efficientnet model-compression model-pruning object-detection object-segmentation pruning pytorch segmentation

Last synced: 25 Dec 2025

https://github.com/mrdvince/anga

Using a pre-trained efficientnet (for experimental purposes) to classifier plant diseases given an image. Plant village challenge dataset.

deep-learning efficientnet efficientnet-pytorch mixnet mixnet-pytorch plant-disease pytorch transfer-learning

Last synced: 14 Aug 2025

https://github.com/vovod/animal-classify

Animal Image Classification

animals efficientnet pytorch

Last synced: 21 Jan 2026

https://github.com/alihassanml/fight-prediction-project

This project focuses on predicting fight actions using deep learning. We utilize models such as **ResNet152** and **EfficientNetB7** to classify different fight actions. The project predicts the following actions:

cnn deep-learning efficientnet opencv rsnet50 streamlit

Last synced: 23 Jan 2026

https://github.com/kalovelo/pneumonia-detection-kaggle

Pneumonia detection from x-ray images using TensorFlow, Keras, and a good amount of prayers to the cooking gods.

efficientnet kaggle keras pneumonia tensorflow xception

Last synced: 10 Jun 2025

https://github.com/bkinsey808/typescript-node-efficientnet-example-code

This is a typescript implementation of the node-efficientnet project exnample code, with promisified node calls and async-await syntax.

efficientnet node tensorflowjs typescript

Last synced: 23 Mar 2025

https://github.com/benitomartin/birds-classification

Computer Vision (Pytorch) Birds Classification

efficientnet gradio jupyter-notebook python pytorch

Last synced: 20 Feb 2025

https://github.com/elaaatif/computer-vision

Detecting wildfire-affected areas using satellite imagery with computer vision techniques , highlighting the efficiency of Faster RCNN model.

computer-vision efficientnet faster-rcnn firedetection object-detection rcnn rcnn-model resnet resnet-50 resnet101

Last synced: 24 Feb 2025

https://github.com/omidghadami95/efficientnetv2_catvsdog

Binary classification, SHAP (Explainable Artificial Intelligence), and Grid Search (for tuning hyperparameters) using EfficientNetV2-B0 on Cat VS Dog dataset.

binary binary-classification catvsdog catvsdog-classifier deep-learning efficientnet efficientnetv2 efficientnetv2-b0 explainable-ai explainable-ml fairness-ai fairness-ml gridsearch imbalanced-data imbalanced-dataset keras shap tensorflow2

Last synced: 22 Feb 2025

https://github.com/romilagarwal/diabetic_retinoplasty

A hybrid deep learning framework for automated diabetic retinopathy detection combining EfficientNetB0 with Swin Transformer attention mechanisms. Features Bayesian uncertainty quantification through Monte Carlo Dropout, explainable AI visualizations with Grad-CAM, and specialized preprocessing techniques.

bayesian-inference deep-learning efficientnet explianable-ai grad-cam-visualization monte-carlo-dropout pre-processing swim-transformer

Last synced: 20 Jun 2025

https://github.com/arittra-bag/neurascan

An AI-powered platform for brain MRI analysis and tumor classification, providing instant insights and detailed medical reports.

data-augmentation deep-learning efficientnet gsap heatlhcare medical-imaging mri-brain mri-images render typescript

Last synced: 02 Aug 2025

https://github.com/lolipopj/dupimg-finder

A tool to find duplicate image pairs or the most similar images of target image in your file system.

duplicate-images efficientnet electron nextjs onnxruntime python windows

Last synced: 30 Dec 2025

https://github.com/sovit-123/pytorch-efficientdet-api

A PyTorch EfficientDet API for easy training and inference on custom datasets.

deep-learning deeplearning efficientdet efficientnet object-detection objectdetection pytorch

Last synced: 29 Mar 2025

https://github.com/javierkaiser9/rgbd-dual_input_machine_learning_model

This Demo presents a machine learning-based steering module for sidewalk navigation . Using a dual-input EfficientNetV2 model, it processes RGB-D data from an Intel RealSense D415 to classify sidewalk scenarios and generate real-time steering commands. Optimized with OpenVINO

efficientnet efficientnetv2 machine-learning numpy opencv openvino python3 realsense-camera tensorflow

Last synced: 31 Dec 2025

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: 19 Jan 2026

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: 04 Feb 2026

https://github.com/javierkaiser9/rgb-d_dual_input_machine_learning_model

This Demo presents a machine learning-based steering module for sidewalk navigation . Using a dual-input EfficientNetV2 model, it processes RGB-D data from an Intel RealSense D415 to classify sidewalk scenarios and generate real-time steering commands. Optimized with OpenVINO

efficientnet efficientnetv2 machine-learning numpy opencv openvino python3 realsense-camera tensorflow

Last synced: 12 Oct 2025

https://github.com/tinh2044/plantdisease_classification

Transfer learning efficientNet to classification disease on plants. Build web application with React and FastAPI

computer-vision convolutional-neural-networks deeeepio deep-learning deep-neural-networks efficientnet plant-disease-detection

Last synced: 24 Oct 2025

https://github.com/harshit433/image-captioning-cantilever

This project is a Flask web application that allows users to upload images and generate captions for them using a custom AI model. The model utilizes EfficientNet for the Convolutional Neural Network (CNN) component, a custom Long Short-Term Memory (LSTM) network, and a multihead attention layer. The model has an accuracy of 80%.

artificial-intelligence attention-mechanism cnn-keras deep-learning efficientnet flask-application html-css keras-tensorflow lstm-neural-networks python webapp

Last synced: 06 Mar 2025

https://github.com/rishikesh-jadhav/food-classification-app

This repository hosts the files and notebooks for my Food Classification App. The application is built using Gradio and deployed on Hugging Face. Explore the code and documentation to understand the implementation and feel free to contribute or use it for your own projects.

deep-learning efficientnet gradio-interface huggingface image-classification pytorch vision-transformer

Last synced: 16 Mar 2025

https://github.com/yassineribouh/facerecognition

This repository presents a face recognition system trained using Siamese Neural Networks with two loss functions—contrastive and triplet—across six models. For each loss type, three models were developed, including one with pretrained weights, to compare performance.

computer-vision contrastive-loss deep-learning efficientnet face-recognition siamese-neural-network tensorflow triplet-loss

Last synced: 30 Jul 2025

https://github.com/sreeeswaran/image-classification-using-efficientnet

This project uses a pre-trained EfficientNet model to classify images into different categories. The model is fine-tuned on a custom dataset for this purpose.

deep-learning efficientnet efficientnet-keras efficientnet-pytorch image-classification image-classification-using-efficientnet

Last synced: 16 Mar 2025

https://github.com/bayyy7/herballeave_research

Herbal Leaves Classification Using Transfer Learning Model EfficientNetV2B0

efficientnet herbal-leaves image-classification neural-networks

Last synced: 24 Jul 2025

https://github.com/lucianoscarpaci/preneumonia-classification

EfficientNet-Based Deep Learning Model for Early Preneumonia Detection. This project uses Pytorch and EfficientNet to perform classification on X-ray images whether it is Preneumonia or Normal.

convolutional-neural-networks data-preprocessing deep-learning early-prediction efficientnet image-classification medical-imaging model-training-and-evaluation performance-metrics pytorch transfer-learning x-ray-images

Last synced: 29 Oct 2025

https://github.com/nanditha-prabhu/dermacare

This Arsenic Disease Detection Tool, Dermacare successfully utilizes the potential of machine Learning and image processing techniques to classify skin images as healthy or infected and assess the severity of arsenic-related skin conditions. Along with this it also provides a list of nearest dermatologists for emergency.

deep-learning efficientnet flask reactjs tailwindcss

Last synced: 30 Jan 2026