GitHub topics: efficientnetb0
ShaikhBorhanUddin/Facial-Emotion-Recognition
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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.
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HarithKavish/SkinNet-Analyzer
SkinNet Analyzer: A Deep Learning-Based Skin Disease Detection System - College Final Year (4th year) Project
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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.
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AliTahir-101/finnish-traffic-sign-recognition
Real-time Finnish traffic sign detection and classification using synthetic data, transfer learning, and advanced deep learning techniques.
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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.
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msikorski93/Alzheimer-s-Disease-Classification
A multi classification using scikit-learn and TensorFlow models on MRI scans of patient's brains.
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safwanshamsir99/Dust-Detection-CNN
Dust detection on solar photovoltaics panel using pre-trained CNN models
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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
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osharma08/ovarian_cancer_morphology
Ovarian cancer cell line in coculture with fibroblasts cell line: morphology analysis
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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.
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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
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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.
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Dev-Khant/Image-Captioning
Image Captioning using EfficientNet and GRU
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RidaDogrul/EfficientNetB0_for_transfer_learning
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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.
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koltaib/Melanoma_Detection
This is a project documentation about melanoma detection methods using convolutional neural networks.
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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
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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
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