pytorch-cnn-classification

There are 15 repositories under pytorch-cnn-classification topic.

  • MarkoArsenovic/DeepLearning_PlantDiseases

    Training and evaluating state-of-the-art deep learning CNN architectures for plant disease classification task.

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  • RaffaeleGalliera/pytorch-cnn-text-classification

    Convolutional Neural Network (CNN) for text classification implemented with PyTorch and TorchText

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  • lenoqt/PyTorch

    PyTorch Practice Notebooks

    Language:Jupyter Notebook4210

  • Recker-Dev/alzheimer-cnn-tinyVGG16

    This project uses a TinyVGG16-based CNN to classify MRI scans for Alzheimer's Disease stages: Mild Impairment, Moderate Impairment, No Impairment, and Very Mild Impairment. It includes Jupyter notebooks for training and prediction, and a Streamlit app for easy inference. The model achieves high metrics in predicting Alzheimer's stages.

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  • srinadhu/convolutional_nn

    Implemented fully-connected DNN of arbitrary depth with Batch Norm and Dropout, three-layer ConvNet with Spatial Batch Norm in NumPy. The update rules used for training are SGD, SGD+Momentum, RMSProp and Adam. Implemented three block ResNet in PyTorch, with 10 epochs of training achieves 73.60% accuracy on test set.

    Language:Jupyter Notebook2001

  • OmarKhalil10/DogBreedSpotter

    DogBreedSpotter is a Python-based image classification project designed to identify and classify dog breeds in images. This project utilizes deep learning models, including convolutional neural networks (CNNs) such as VGG, AlexNet, and ResNet, to accurately detect whether an image contains a dog and, if so, determine the breed.

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  • Chinmaya-3141/Capstone-Project

    Repository to archive and document work done for satisfying Capstone Project requirements at Praxis Business School.

    Language:Jupyter Notebook0100

  • danielbruno301/pytorch-scholarship-challenge

    Codes crafted during the PyTorch Scholarship Challenge, from Facebook and Udacity

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  • Hachimocho/singularity

    My personal AI projects. All of them are .ipnyb files which are pytorch-dependant.

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  • Jordan99990/Plant-Disease

    Pytorch and FastAI CNN classifer for plant disease

    Language:Jupyter Notebook00

  • michael-bmstu/RuCode_2022

    Solution to the final task of the Rucode 2022 competition

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  • NewLandTV/WhatShape

    This is a deep learning model that classifies shape images.

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  • dnmanveet/Flower-Species-Image-Classifier

    Final Project of Udacity's PyTorch Scholarship Challenge Nanodegree Program

    Language:Jupyter Notebook10

  • Harikrishnan6336/ShipORTruck-ImageClassifier

    A Binary Image Classifier in PyTorch that classifies images into Ship or Truck

    Language:Jupyter Notebook10

  • Jayanth-MKV/landmark-classification-tagging-for-social-media-using-cnn

    Photo sharing and photo storage services like to have location data for each photo that is uploaded. With the location data, these services can build advanced features, such as automatic suggestion of relevant tags or automatic photo organization, which help provide a compelling user experience.

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