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GitHub topics: efficientnetb0

ShaikhBorhanUddin/Facial-Emotion-Recognition

Language: Jupyter Notebook - Size: 26.1 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

Nowrin-Sanjana/EfficientDeepLearningModelsForAlzheimer-sStageDetectionUsingMRI_Images

This repository contains the implementation and documentation of deep learning models designed to classify the stages of Alzheimer's disease using MRI images. The project explores the effectiveness of pre-trained convolutional neural networks (CNNs) such as VGG16, ResNet50, and EfficientNetB0 in detecting and categorizing neurodegenerative disease

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janaghoniem/Fruits-Recognition-Using-Deep-Learning-with-Data-Augmentation

A deep learning project for classifying 130+ fruits using EfficientNet, ResNet, and MobileNet with custom augmentations and SE blocks. Built on the Fruits-360 dataset.

Language: Jupyter Notebook - Size: 31.7 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

HarithKavish/SkinNet-Analyzer

SkinNet Analyzer: A Deep Learning-Based Skin Disease Detection System - College Final Year (4th year) Project

Language: JavaScript - Size: 65.9 MB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 2 - Forks: 1

LuluW8071/ASL-Alphabet-Detection

American Sign Language Alphabet Detection in Real Time using OpenCV-Mediapipe with EfficientNetB0 in PyTorch

Language: Python - Size: 29.6 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 4 - Forks: 0

himanshumahajan138/TransferVision

Transfer learning for image classification using pre-trained models like ResNet50, ResNet100, EfficientNetB0, and VGG16 in Keras. Fine-tunes the last layers, applies image augmentation, and evaluates with Precision, Recall, AUC, F1 score, and early stopping for improved performance.

Language: Jupyter Notebook - Size: 1.41 MB - Last synced at: 5 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

AliTahir-101/finnish-traffic-sign-recognition

Real-time Finnish traffic sign detection and classification using synthetic data, transfer learning, and advanced deep learning techniques.

Language: Jupyter Notebook - Size: 83.5 MB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

amiruzzaman1/Deepfake-Detection

Deepfake detection leveraging the OpenForensics dataset, a comprehensive resource for face forgery detection and segmentation research. The project explores various deep learning models and evaluates their performance in distinguishing between real and fake images of human faces.

Size: 2.93 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

msikorski93/Alzheimer-s-Disease-Classification

A multi classification using scikit-learn and TensorFlow models on MRI scans of patient's brains.

Language: Jupyter Notebook - Size: 3.93 MB - Last synced at: 11 days ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

safwanshamsir99/Dust-Detection-CNN

Dust detection on solar photovoltaics panel using pre-trained CNN models

Language: Jupyter Notebook - Size: 29.1 MB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 1

Furkantsnb/CoalClassifie

CoalClassifier: A deep learning model for classifying coal types using EfficientNetB0-based transfer learning and fine-tuning techniques. This project is designed to accurately distinguish between Anthracite, Bituminous, Lignite, and Peat classes and is developed using TensorFlow/Keras

Language: Jupyter Notebook - Size: 99.5 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

osharma08/ovarian_cancer_morphology

Ovarian cancer cell line in coculture with fibroblasts cell line: morphology analysis

Language: Jupyter Notebook - Size: 53.4 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

nouhabenhamada/Image-Classification-Is-it-Real-or-generated-by-AI-

A Streamlit aaplication to distinguish between AI-generated and real images. Utilizing the TensorFlow framework, the core model is based on EfficientNetB0, which has been fine-tuned on a custom dataset containing both fake and real images.

Language: Jupyter Notebook - Size: 854 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Xza85hrf/Flag_Prediction_Project

This application predicts the name of a country (or countries) based on an input flag image. It uses advanced image processing techniques and deep learning models built with PyTorch to classify flags accurately.

Language: Python - Size: 24 MB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

tmfreiberg/HAM10000-skin-lesion-classification

HAM10000 Skin Lesion Classification

Language: Jupyter Notebook - Size: 68.8 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 3

sitamgithub-MSIT/MalDetect

A Deep Learning application for Malaria Detection

Language: Jupyter Notebook - Size: 52.1 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

kzaleskaa/depth-estimation-with-compression

Development of a depth estimation model based on a UNET architecture - connection of Bi-directional Feature Pyramid Network (BIFPN) and EfficientNet.

Language: Python - Size: 484 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

Aku02/AI_CPS_IITR

TFlite+CNN

Language: Dart - Size: 44.7 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 1

harshdeepkalita/BarkRescue

I'm developing an app named BarkRescue, which includes project code, app functionalities, and system architecture. Additionally, I've written three detailed blogs on EfficientNet, YOLOv5, and MobileNet-v2, focusing on their architecture and workings before integrating these models into my project.

Language: Jupyter Notebook - Size: 40.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Dev-Khant/Image-Captioning

Image Captioning using EfficientNet and GRU

Language: Jupyter Notebook - Size: 22.9 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

RidaDogrul/EfficientNetB0_for_transfer_learning

Language: Jupyter Notebook - Size: 1.15 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

AlvinManojAlex/MStar-SAR Fork of KaushalBarhate/MStar-SAR

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Etienne-bobo/food101_classification_tensorflow

The model employs mixed-precision training within the TensorFlow framework, utilizing transfer learning techniques that encompass both feature extraction and fine-tuning stages. This approach is executed on the EfficientNetB0 architecture

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GitUser8888/Predicting-Popularity-in-Korean-Drama-Industry-Based-on-Face-Image

This is my capstone project that was completed as part of the General Assembly Data Science Immersive curriculum. I conceptualized the idea, executed the project and developed a prototype for predicting success in the South Korean drama industry based on face image. This serves as a proof-of-concept which can definitely be developed further.

Language: Jupyter Notebook - Size: 25.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

koltaib/Melanoma_Detection

This is a project documentation about melanoma detection methods using convolutional neural networks.

Language: Jupyter Notebook - Size: 3.39 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 2

ZLkanyo009/MQBench_Quantize

QAT(quantize aware training) for classification with MQBench

Language: Python - Size: 54.7 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 31 - Forks: 3

ruddanil/NN-MushroomClassification-Py-TensorFlow-SSTU

Implementation of a neural network for solving the problem of mushroom classification based on the TensorFlow library and the pre-trained efficientnet/b0 model.

Language: PureBasic - Size: 232 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

snoop2head/ElimNet

🔪 Elimination based Lightweight Neural Net with Pretrained Weights

Language: Python - Size: 13.1 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 1

psychoatom/Mask-Monitoring-System

Mask Monitoring System

Language: Jupyter Notebook - Size: 322 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 4

tariqshaban/arabic-sign-language-image-classification 📦

An implementation of the Arabic sign language classification using Keras on the zArASL_Database_54K dataset

Language: Jupyter Notebook - Size: 44.4 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Venn1998/GlaucomaDetection

Development and analysis of various deep NN models to detect glaucoma cases from fundus images. The performance of the best model was evaluated with cross-validation. Mean F1-score: 0.95975, with a standard deviation of 0.02274.

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Kailash-Natarajan/INR-CURRENCY-DENOMINATION-RECOGNITION-USING-TRANSFER-LEARNING

INR Denomination Recognition is an image classification project

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k5iogura/darknetB0-4Y

49.5 mAP50 Detector enet4y2-coco.cfg = EfficientnetB0 + 4YOLO Layers + BiDirectionalFeatureMap with COCO Dataset and 81.0 mAP50 with VOC2007 test Dataset.

Language: C - Size: 144 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

meng-ucalgary/enel-645-project

A project on building deep learning classifier to classify playing cards

Language: Jupyter Notebook - Size: 6.77 GB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1

Related Keywords
efficientnetb0 34 image-classification 10 transfer-learning 10 tensorflow 10 deep-learning 8 keras 6 vgg16 6 computer-vision 6 convolutional-neural-networks 5 resnet-50 4 mobilenetv2 4 resnet 4 efficientnet 4 python 4 pytorch 4 resnet50 3 streamlit 3 cnn 3 tensorflow2 3 fine-tuning 3 machine-learning 3 resnet18 2 classification 2 inceptionv3 2 feature-extraction 2 data-augmentation 2 keras-tensorflow 2 quantization 2 mobilenet 2 docker 2 efficientnetb4 2 ffnet 1 unet-architecture 1 bifpn 1 android 1 flutter 1 bark-rescue-app 1 efficientnet-pytorch 1 rescue-system 1 cnn-pytorch 1 medical-image-classification 1 resnet-18 1 sklearn-metrics 1 comet-ml 1 containers 1 experiment-tracking 1 flask-api 1 google-cloud-build 1 google-cloud-platform 1 google-cloud-run 1 html-css-javascript 1 keras-cv 1 keras3 1 matplotlib 1 numpy 1 pytest 1 serverless 1 tensorflow-datasets 1 mushroom 1 mushroom-classification 1 neural-network 1 pre-trained 1 lightweight 1 mobilenetv3 1 vgg11 1 mask-detection 1 fully-connected-network 1 healthcare 1 xception-net 1 transfer-learning-with-cnn 1 bidirectionalfeaturemap 1 enet-coco 1 enet4y2-coco 1 imagenet 1 restnet50 1 vgg-16 1 attention-mechanism 1 gru 1 stanford-cars 1 densenet 1 googlenet 1 pre-trained-models 1 sar 1 tranfer-learning 1 k-drama 1 pycaret 1 vggface 1 melanoma-detection 1 dsq 1 lsq 1 mqbench 1 pact 1 qat 1 regnetx 1 deep-neural-networks 1 sign-language-recognition 1 adam-optimizer 1 batch-normalization 1 data-pre-processing 1 early-stopping 1