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iremakalp / Plant_Disease_Detection

This repo contains the python codes of my final thesis "Analysis of leaf species and detection of diseases using image processing and machine learning methods".

machine-learning image-processing opencv-python keras-tensorflow alexnet-model cnn-classification inceptionv3-model vgg16-model plant-disease-detection vgg19-model resnet50-model

Updated Nov 28, 2021
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PawarMukesh / Brain-Tumor-Detection

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BASED ON BRAIN MRI IMAGES DATASET WE NEED CLASSIFY THE BRAIN TUMOUR

cnn-classification brain-tumor-classification vgg19-model

Updated Sep 9, 2024
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somaiaahmed / Eye-diseases-classification

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The Eye Disease Classification project aims to develop a robust model for the automated classification of retinal images . Leveraging a diverse dataset sourced from reputable repositories, the project employs a Convolutional Neural Network (CNN) architecture, with a focus on utilizing the pre-trained VGG19 model.

python deep-learning jupyter-notebook html-css-javascript cnn-model keras-tensorflow flutter-apps vgg19-model eye-diseases-classification

Updated Dec 26, 2023
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AbhiSaste5402 / MSc-Project-Part1-Pneumonia-detection-using-tansfer-learning-on-ResNet50-VGG16-and-VGG19

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The dataset having Pneumonia and Normal chest X-Ray images were trained on different numbers of epochs to check the variability in the training and validation accuracies. The ResNet50 model with the highest and closest Training and Validation accuracies was then used for the prediction.

machine-learning deep-neural-networks computer-vision transfer-learning resnet-50 vgg16-model datascience-machinelearning vgg19-model

Updated Sep 6, 2022
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jagadeshchilla / oral_cancer_detection

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oral_cancer_detection

kubernetes graphviz neural-network tensorflow keras cnn gdown densenet121 streamlit efficientnetb2 vgg19-model rsnet50

Updated Nov 7, 2024
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akash6murali / railtrack-feature-extractor

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Feature Extraction on the Rail Lines Using Semantic Segmentation and Self-supervised Learning.

tensorflow cnn segmentation autonomous-driving unet vgg19-model

Updated Jan 1, 2024
Python

abattiasia / Four-Deep-Learning-Models-for-COVID-19-X-ray-Classification

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Four Deep Learning Models for COVID-19 X-ray Classification

dl vgg16-model vgg19-model cnn-mode mobilnetv3-model

Updated Sep 29, 2024
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udhayan47 / MonkeyPox-Classification

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Classifying MonkeyPox Images using various Deep Learning networks (VGG16,VGG19,RESNET50 and a Custom CNN model)

deep-learning vgg16-model vgg19-model resnet50-model monkeypox-data

Updated Jul 26, 2023
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NeemaLama01 / wsp

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This repository contains hands on implementation of AI/ML concepts, algorithms from scratch including CNN,NLP and more. Some Key Projects includes : Hate Speech Detection(NLP) and Bengali Sign Language Classification(CNN).

computer-vision deep-learning neural-network tensorflow word2vec keras deep transfer-learning gradio nlp-machine-learning data-augmentation fine-tuning cnn-classification rnn-lstm fully-connected-neural-network vgg19-model

Updated May 16, 2025
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NajdBinrabah / Deep-Learning-with-PyTorch-and-Captum

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This project classifies smoking images using VGG19 with data augmentation, and Captum for model explainability, identifying key features per prediction.

python data-science machine-learning deep-neural-networks deep-learning grad-cam pytorch image-classification transfer-learning binary-classification data-augmentation occlusion integrated-gradients captum vgg19-model primary-attributions layer-attributions

Updated Oct 31, 2024
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SadeemAlharthi / Benchmarking_Multiple_Deep_Learning_Models_for_Enhanced_COVID-19_Detection

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we used publicly available datasets to apply some deep learning modeling techniques

deep-learning xception-model coronavirus covid-19 googlenet-inceptionv3 vgg19-model reset50-model

Updated Jun 8, 2022
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tilanprabudda / Automated-Image-Classification-using-VGG19-in-Keras

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Embark on a machine learning journey with this Python project focusing on automated image classification. The implementation utilizes the VGG19 architecture in Keras, enhancing the model's ability to classify images across 38 different classes. Augmentation techniques like zooming, shearing, and horizontal flipping are employed for a robust dataset

keras vgg19-model

Updated Feb 24, 2023
Python

wlopezm-unal / CNN_tensorFlow

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Notebook on the use of the VGG19 model of a Convolutional Neural Network (CNN) for image classification of natural scenes. The framework is TensorFlow

python tensorflow cnn vgg19-model

Updated Jul 30, 2024
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saikaryekar / Forest-Fire-Classification-VGG19

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This project aims to detect and classify forest fires using deep learning techniques, specifically the VGG-19 convolutional neural network model. The model is trained to analyze images and accurately predict whether they contain signs of a forest fire or not.

deep-learning tensorflow cnn classification vgg19 vgg19-model

Updated Feb 2, 2024
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KatavinaNguyen / NeuralStyleTransfer-ML

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A selected group project for our Machine Learning course, where we implement Neural Style Transfer (NST) using deep learning and convolutional neural networks (CNNs) to generate AI-powered artistic transformation.

python machine-learning image-processing nst pytorch-cnn vgg19-model