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Projects in Awesome Lists tagged with imageclassification

A curated list of projects in awesome lists tagged with imageclassification .

https://github.com/sartajbhuvaji/brain-tumor-classification-using-deep-learning-algorithms

To Detect and Classify Brain Tumors using CNN and ANN as an asset of Deep Learning and to examine the position of the tumor.

cnn imageclassification machine-learning neural-network tensorflow transferlearning

Last synced: 13 Apr 2025

https://github.com/shivabhattacharjee/wasteeasy

WasteEasy is an app designed to streamline waste management. Developed during the Envision Hackathon, it focuses on waste classification and encourages proper waste segregation. Users can earn points or coupons by utilizing WasteEasy for their waste disposal needs.

ai bunjs gemini-pro-vision googlemaps-api imageclassification mongodb nextjs14 rewards serverless typescript waste-management waste-management-system

Last synced: 10 Jul 2025

https://github.com/krisharul26/motorbike-helmet_detection-using-yolov3

This project related to road safety. We have to wear a helmet according to road safety rules when riding a motorcycle. Therefore, these rules are monitored by the police. Also, Due to the invention of high-quality cameras and the development of the state of art in AI, the surveillance system willing to use AI system to detect whether passengers are wearing helmets or not. In this category I have built a model, first, it can be able to detect the motorcycle, then it will find out who is riding the bike. Finally, it will determine whether the person is wearing a helmet or not. To that end, I trained the pre-trained model SSD-MobileNet-V1 to detect motorcycles and humans.

artificial-intelligence computer-vision image-processing imageclassification keras-tensorflow labelimg-tool machine-learning objectdetection tensorflow2 transfer-learning yolov3

Last synced: 12 May 2025

https://github.com/arnabdeypolimi/Image-classification-PyTorch-MLflow

Image classification using Transfer learning technique. Updated and added mlflow with PyTorch fine-tune tutorial

densenet fine-tuning image-classification imageclassification inceptionv3 mlflow mlflow-pytorch python pytorch resnet squeezenet torchvision transfer-learning vgg16

Last synced: 08 May 2025

https://github.com/danielmartensson/jfaces

Use jFaces to predict unknown images by training a set of images

eigenfaces face-recognition fisherfaces image-recognition imageclassification java

Last synced: 01 May 2025

https://github.com/weihan07/ripeness-classification-of-oil-palm-fruits-bunch

This project aimed to classify the ripeness stages of oil palm fruit bunch. It trains the model using the Google Teachable Machine (GTM) platform. This deep learning model able to classify oil palm fruit ripeness with 96% accuracy.

cnn-classification deep-learning imageclassification oilpalmfruit

Last synced: 01 Apr 2025

https://github.com/kkeshav1101/deeplearning

Projects from Deep Learning for Coders

deep-learning fastai imageclassification neural-networks python

Last synced: 16 Jan 2026

https://github.com/nagipragalathan/animal_prediction

Animal Prediction is a web application developed using Python and Django that allows users to predict the animal species based on uploaded photos. The application utilizes machine learning algorithms to analyze the image data and provide accurate predictions.

animalclassification animalprediction animalrecognition computervision dataanalysis datascience deeplearning django githubproject imageclassification imageprocessing machinelearning opensource predictiveanalysis python speciesprediction webapplication

Last synced: 11 Nov 2025

https://github.com/easykeys/EasyKeys.KeysClassificationML

EasyKeys.com Inc classification model for image processing

dotnetcore imageclassification kdcllc machine-learning mlnet tenserflow

Last synced: 18 Apr 2025

https://github.com/easykeys/easykeys.keysclassificationml

EasyKeys.com Inc classification model for image processing

dotnetcore imageclassification kdcllc machine-learning mlnet tenserflow

Last synced: 01 Apr 2025

https://github.com/islam-hady9/image-classifier-gui-app

Simple Machine Learning GUI App with Taipy and Tensorflow

cnn deep-learning imageclassification machine-learning python taipy-gui tensorflow

Last synced: 21 Feb 2025

https://github.com/himanshuraj98/book-genre-classification

This GitHub repository contains code for a book genre classification project using the VGG16 deep learning model. The project aims to classify books into various genres based on their cover images. The dataset used for training and testing the model consists of 30 book genres.

classification computer-vision csv deep-learning image image-processing imageclassification ipython-notebook kaggles matlab pytorch rendering transfer-learning vgg16

Last synced: 01 Mar 2025

https://github.com/neerajcodes888/cat-vs-dog-image-classification

Repository for a deep learning model that classifies images as either cats or dogs using deep learning techniques. The model is trained on a diverse dataset and achieves high accuracy in distinguishing between these two popular pet categories. Includes pre-processing scripts, model architecture, and evaluation metrics for seamless implementation

cats-vs-dogs cats-vs-dogs-classification deep-learning deep-neural-networks googlecolaboratory imageclassification python3

Last synced: 26 Mar 2025

https://github.com/dilkushsingh/facial_emotion_dataset

An annotated collection of facial images categorized by emotions.

dataset deeplearning image imageclassification imagesegmentation

Last synced: 27 Jan 2026

https://github.com/projects-developer/top-5-full-stack-machine-learning-project-ideas

The top 5 full stack machine learning project ideas include building an Image Classification Web Application, where you can classify images into different categories using machine learning algorithms such as Convolutional Neural Networks (CNNs). Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

aiprojects btechprojects chatbotdevelopment computer-science-project computerscienceproject computerscienceprojects deeplearning drugdetectionsystem final-year-project finalyearprojects fitnesstracker fullstackdevelopment imageclassification machinelearning malware mtechprojects naturallanguageprocessing stockpriceprediction upifrauddetection

Last synced: 02 Feb 2026

https://github.com/haleshot/signal_image_processing

Dive into the world of Signal and Image Processing with this repository. Explore a collection of Python programs covering Discrete Fourier Transform, Elementary Signals, Sampling, Point Processing Techniques, Histogram Processing, Frequency Domain Filtering, Edge Detection, Erosion and Dilation, and Morphological Operations.

blurring cv2 dilation downsampling erosion gaussian-filter image imageanalysis imageclassification imageprocessing imagerecognition lowpass-filter python qt thresholding upsampling

Last synced: 07 May 2025

https://github.com/ikramhasan/plant-disease-detector

A flutter app that detects plant diseases using a machine learning model.

android dart flutter imageclassification machine-learning

Last synced: 21 Feb 2025

https://github.com/steveee27/fruit-classification-with-vgg-16-architecture

This project classifies fruit images into four categories: Acai, Acerola, Apple, and Avocado. Using Convolutional Neural Networks (CNN), it predicts fruit types with VGG-16. The model is optimized with data augmentation, dropout, and batch normalization for better performance and accuracy.

cnn deeplearning fruitclassification imageclassification transferlearning vgg16

Last synced: 09 Mar 2025

https://github.com/steveee27/multi-label-clothing-classification-predicting-type-and-color

This project focuses on creating a multi-label classification system to categorize clothing images based on type (T-shirt or Hoodie) and color (Red, Yellow, Blue, Black, White). By leveraging advanced deep learning techniques, this solution aims to streamline product categorization for fashion e-commerce platforms like Matos Fashion.

clothingclassification deeplearning imageclassification multilabelclassification transferlearning

Last synced: 09 Mar 2025

https://github.com/steveee27/batik-motif-classification-using-deep-learning-and-transfer-learning

This project involves the use of deep learning models to classify Indonesian batik motifs. By utilizing deep learning techniques such as Convolutional Neural Networks (CNNs) and Transfer Learning, this project aims to automatically identify three well-known batik motifs: Parang, Mega Mendung, and Kawung.

batikmotifclassification convolutionalneuralnetwork deeplearning imageclassification mobilenetv2 transferlearning

Last synced: 09 Mar 2025

https://github.com/hk151109/image-classification-using-svm

This repository contains the implementation of an image classification system using a Support Vector Machine (SVM). The goal of the project is to classify images of cats and dogs stored in two folders (train and test1). The classifier is trained on a labeled dataset and used to predict the category of unseen images from the test folder.

imageclassification internship machine-learning svm

Last synced: 12 Oct 2025

https://github.com/sreecharanv/improving-cifar-10-image-classification-with-diverse-architectures-using-ensemble-learning

This project uses an ensemble of CNN, RNN, and VGG16 models to enhance CIFAR-10 image classification accuracy and robustness. By combining multiple architectures, we significantly outperform single-model approaches, achieving superior classification performance.

cifar10-classification cnn-classification computervision ensemble-learning ensemble-machine-learning ensemble-model imageclassification machine-learning machine-learning-algorithms python rnn-model transfer-learning vgg16 vgg16-model

Last synced: 23 Mar 2025

https://github.com/white-devil09/deep-learning

This repository contains some deep learning projects.

deep-learning imageclassification pytorch

Last synced: 02 Apr 2025

https://github.com/muhamedhekal/images-classification-scones-unlimited

In this project, I'll be building an image classification model that can automatically detect which kind of vehicle delivery drivers have, in order to route them to the correct loading bay and orders. Assigning delivery professionals who have a bicycle to nearby orders and giving motorcyclists orders that are farther can help Scones Unlimited optimize their operations.

automatic-machine-learning cifar100 imageclassification machine-learning

Last synced: 23 Apr 2025

https://github.com/mianmharoon/deeplearning_coreml_swiftui_bonefracturedetection

An elegant macOS demo app built with SwiftUI that leverages CoreML for real-time bone fracture detection from X-ray images. This project demonstrates how deep learning models can be seamlessly integrated into Swift-based apps for medical image analysis and AI-powered diagnostics.

ai computer-vision coreml coreml-framework coreml-models deep-learning deeplearning healthcare-application imageclassification ios machine-learning macos medical-image-processing medical-imaging medical-imaging-classification swift swift6 swiftui visionframework

Last synced: 04 Nov 2025

https://github.com/harmanveer-2546/bird-species-prediction-using-deep-learning

Using convolutional neural networks to build and train a bird species classifier on bird pics data with corresponding species labels, also build GUI for the same.

3d-graph callback deep-learning eda gui gui-application image-generator imageclassification keras-tensorflow matplotlib maxpooling mobilenetv2 numpy opencv pillow plotly python seaborn transfer-learning visualization

Last synced: 17 Oct 2025

https://github.com/kaustubholpadkar/transfer-learning-digit-mnist

Creating Digit Classifier using Transfer Learning with keras on Digit MNIST Dataset

classification deep-learning imageclassification keras-tensorflow python3 transfer-learning

Last synced: 20 Aug 2025

https://github.com/pythonista7/sign_language_digit_recognition

A simple CNN-classifier designed on keras to recognize Sign Language Digits.

2018 cnn-keras imageclassification keras-classification-models notebook-jupyter signlanguage

Last synced: 19 Oct 2025

https://github.com/syedsaadahmed/python_mnist_script

A small python project for learning and producing results from MNIST data set

imageclassification keras-tensorflow machine-learning mnist-dataset python tensorflow

Last synced: 22 Feb 2025

https://github.com/shreshthvashisht/emergency-and-non-emergency-vehicle-classification

This is a Deep Learning image classification model where I have classified the images of Emergency and Non Emergency vehicles

cnn-classification deep-learning image imageclassification keras-tensorflow

Last synced: 24 Feb 2025