GitHub topics: pytorch-cnn-classification
MarkoArsenovic/DeepLearning_PlantDiseases
Training and evaluating state-of-the-art deep learning CNN architectures for plant disease classification task.
Language: Python - Size: 4.07 MB - Last synced at: 16 days ago - Pushed at: over 3 years ago - Stars: 233 - Forks: 104
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.
Language: Jupyter Notebook - Size: 8.16 MB - Last synced at: 26 days ago - Pushed at: 5 months ago - Stars: 1 - Forks: 1
NewLandTV/WhatShape
This is a deep learning model that classifies shape images.
Language: Python - Size: 4.43 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
Jordan99990/Plant-disease
Pytorch and FastAI CNN classifer for disease
Language: Jupyter Notebook - Size: 2.57 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
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 Notebook - Size: 713 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 1
lenoqt/PyTorch
PyTorch Practice Notebooks
Language: Jupyter Notebook - Size: 4.28 MB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0
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.
Language: CSS - Size: 21.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
Chinmaya-3141/Capstone-Project
Repository to archive and document work done for satisfying Capstone Project requirements at Praxis Business School.
Language: Jupyter Notebook - Size: 4.81 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
RaffaeleGalliera/pytorch-cnn-text-classification
Convolutional Neural Network (CNN) for text classification implemented with PyTorch and TorchText
Language: Python - Size: 591 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 10 - Forks: 3
Harikrishnan6336/ShipORTruck-ImageClassifier
A Binary Image Classifier in PyTorch that classifies images into Ship or Truck
Language: Jupyter Notebook - Size: 33 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
Hachimocho/singularity
My personal AI projects. All of them are .ipnyb files which are pytorch-dependant.
Language: Jupyter Notebook - Size: 6.59 MB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
dnmanveet/Flower-Species-Image-Classifier
Final Project of Udacity's PyTorch Scholarship Challenge Nanodegree Program
Language: Jupyter Notebook - Size: 898 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0
