pytorch-cnn-classification

There are 0 repository under pytorch-cnn-classification topic.

• MarkoArsenovic / DeepLearning_PlantDiseases

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

  pytorchdeep-learningpytorch-cnnpytorch-classificationpytorch-transfer-learningcnn-classificationpytorch-cnn-classificationpytorch-modelsocclusiondeep-learning-visualizationpytorch-visualizationdeep-learning-cnn
  Language:Python 240

• RaffaeleGalliera / pytorch-cnn-text-classification

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

  pytorchconvolutional-neural-networktext-classificationcnnembeddingstorchtexttensorboardxnlppytorch-implementationpytorch-cnnpytorch-cnn-classificationpytorch-nlpsentence-classificationitalian-nlpnatural-language-processingword-embeddings
  Language:Python 11

• lenoqt / PyTorch

  PyTorch Practice Notebooks

  pytorchpytorch-cnnpytorch-cnn-classificationpytorch-tutorialpython3jupyter-notebook
  Language:Jupyter Notebook 4

• 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.

  aiai-in-healthcarealzeheimerscnn-classificationdeep-learningimage-classificationkaggle-datasetmedical-imagingmri-imagesneuroimagingpytorchpytorch-cnn-classificationstreamlitstreamlit-webapptinyvgg
  Language:Jupyter Notebook 3

• 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.

  cs231n-assignmentfully-connected-deep-neural-networkbatch-normalizationdropoutconvolutional-neural-networkspytorch-cnn-classificationsgd-optimizersgd-momentrmspropadam-optimizercifar-10pytorch
  Language:Jupyter Notebook 2

• NewLandTV / WhatShape

  This is a deep learning model that classifies shape images.

  pythonpytorchpytorch-cnnpytorch-cnn-classificationshape
  Language:Python 1

• 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.

  container-registrydeployment-automationgcp-compute-enginegcp-container-buildergcp-cloud-runpytorch-cnn-classificationpytorch-cnn
  Language:CSS 1

• Chinmaya-3141 / Capstone-Project

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

  efficientnet-b4efficientnet-pytorchpytorchpytorch-cnn-classification
  Language:Jupyter Notebook 0

• danielbruno301 / pytorch-scholarship-challenge

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

  pytorchpytorch-cnn-classificationpytorch-scholarship-challengepytorch-tutorialsudacity
  Language:Jupyter Notebook 0

• Hachimocho / singularity

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

  aipytorchpytorch-cnnpytorch-cnn-classification
  Language:Jupyter Notebook 0

• Jordan99990 / Plant-Disease

  Pytorch and FastAI CNN classifer for plant disease

  fastaipytorch-cnn-classification
  Language:Jupyter Notebook 0

• michael-bmstu / RuCode_2022

  Solution to the final task of the Rucode 2022 competition

  image-classificationpytorchpytorch-cnn-classificationresnet-101
  Language:Jupyter Notebook 0

• dnmanveet / Flower-Species-Image-Classifier

  Final Project of Udacity's PyTorch Scholarship Challenge Nanodegree Program

  udacitypytorch-cnnpytorch-cnn-classificationpytorch-scholarship-challengephase-1flower-classificationflowerflower-speciesudacity-deep-learningdeep-lersolutionaipython
  Language:Jupyter Notebook

• Harikrishnan6336 / ShipORTruck-ImageClassifier

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

  flaskhacktoberfestherokuimage-classificationpytorchpytorch-cnnpytorch-cnn-classificationreactjstinkerhub
  Language:Jupyter Notebook

• 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.

  cnncnn-classificationcnn-from-scratchmodel-creationpytorchpytorch-cnn-classificationresnet50transfer-learning-with-cnn
  Language:HTML