GitHub topics: transfer-learning-with-cnn

Repositories

shraddha-r0/pgp-ml-ai-portfolio

A series of six hands-on projects completed during my PGP ML and AI academic training with UT Austin and Great Learning

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al-roberts-computing/lung-classification-pytorch-lightning

This repository contains an IPython Notebook detailing the process of classifying X-ray lung images into 4 discrete categories.

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sergio11/brain_tumor_classification_cnn

🧠 AI-Powered Brain Tumor Classification (PoC) 🚀 A personal project exploring the use of convolutional neural networks (CNNs) and transfer learning to classify brain tumors from MRI scans. Designed as a proof of concept for fast, automated, and accurate medical image diagnostics. 🌐⚡

Language: Jupyter Notebook - Size: 1.07 MB - Last synced at: 11 days ago - Pushed at: about 2 months ago - Stars: 4 - Forks: 0

dna-witch/intel-image-transfer-learning

Language: Jupyter Notebook - Size: 733 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

zahramh99/fashion-mnist-classification

A TensorFlow/Keras CNN classifier for Fashion MNIST achieving 91% accuracy. Includes model training, evaluation, and visualization scripts.

Language: Python - Size: 30.3 KB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 0

Alireza-Motazedian/Dockerized_CNN

Curated Convolutional Neural Networks — A focused collection of CNN projects covering image classification, feature extraction, and model optimization with clean, modular, and scalable implementations.

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CharliPosner/aid_telerehab

The code used in my master's research project "The Feasibility of AI Cameras as a Platform for Autonomous, Real-Time Rehabilitation with Performance Feedback". Awarded "Best Final Year Project" for my cohort, with an overall grade of 84%.

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MohammedSaqibMS/Transfer-Learning-with-MobileNet

A repository showcasing transfer learning with MobileNetV2, featuring data preparation, augmentation, fine-tuning, and evaluation for efficient image classification tasks.

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oregev11/crystoper

Predict proteins crystallization conditions using LLMs and transfer learning

Language: Python - Size: 51.2 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

aakashks/SupCon-DR

Supervised Contrastive Learning for Diabetic Retinopathy Classification

Language: Python - Size: 45.2 MB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

ranfysvalle02/cnn-transfer-learning

The provided code demonstrates transfer learning by adapting a model trained using synthetic data to classify circles, squares, and triangles to classify new shapes like stars and pentagons. By fine-tuning a pre-trained model originally designed for a different task, the repository showcases how to efficiently adapt a model to a new domain.

Language: Python - Size: 242 KB - Last synced at: 7 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

ameyjoshi0209/Dog-Vision

A dog breed identification model specializing in precise classification from images, leveraging advanced transfer learning techniques with TensorFlow, Keras, and GPU acceleration

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princewillingoo/food-vision-101-tensorflow-and-reactjs

An end-to-end multi-class image classification system(web app) that classifies 101 classes of food. I'll be implementing the popular CNN architecture while utilizing the full power of transfer learning to extract features and fine-tune layers. I'll also build an interactive UI using react-js and deploy the system.

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PalTAJ/CBIR_image_deciphers

Content-Based Image Retrieval System using multiple images deciphers for feature extraction

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pranaysingh25/Dog-Breed-Classifier

Constructed an algorithm that works on user supplied image. If a dog is detected, it estimates the breed of the dog, Trained using Transfer learning with CNN.

Language: Jupyter Notebook - Size: 617 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

tarun1219/Sapling_Health_monitoring_system

It is a autonomous robot equipped with sensors and cameras with deep learning algorithms to monitor and maintain crop health and act as an aid to farmers and huge estate or nursery owners

Language: Python - Size: 214 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

gfc-fiscomp/xcovid

A transfer learning based COVID-19 lung x-ray classifier made into a WebApp!

Language: Jupyter Notebook - Size: 166 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 2

vraul92/Humerus-Bone-Fracture-Detection

A Deep Learning Humerus Bone Fracture Detection Model which classifies a broken humerus bone X-ray image from a normal X-ray image with no fracture using Back Propagation, Regularization, Convolutional Neural Networks (CNN), Auto-Encoders (AE) and Transfer Learning.

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NicholasDominic/Neuroimage-Classif-ASD

Transfer Learning using InceptionResNetV2 to the Augmented Neuroimage Data for the Autism Spectrum Disorder (ASD) Classification, using ABIDE I dataset.

Language: Python - Size: 80.9 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

Excustic/date_classification

An Azure based computer vision web app

Language: Python - Size: 3.45 MB - Last synced at: 6 months ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

curlsloth/Capstone_AcousticEnvironment-DeepNeuralNet

Deep neural network model combining audio signal processing and pre-trained audio CNN achieved 90.1% adjusted accuracy (27.6% improvement) for classifying audio recording environment.

Language: Jupyter Notebook - Size: 332 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

hwaseem04/ML-Collections

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zjxi/stomata-auto-detector

Multi-object Detection System for Plant Stomata Phenotypic Traits, release only, which has been online published on IEEE/ACM-TCBB 2021 (CCF-B)

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RackS103/gigo-HackMIT22

Waste image classification platform to promote sustainability | Created at HackMIT 2022

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eordog/erdos_artemis

Identifying and classifying brain tumors in MRI scans using convolutional neural networks

Language: Jupyter Notebook - Size: 81.2 MB - Last synced at: 12 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

Kailash-Natarajan/INR-CURRENCY-DENOMINATION-RECOGNITION-USING-TRANSFER-LEARNING

INR Denomination Recognition is an image classification project

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juliasolee/dl-dog-based-project

Given an image, detects whether there is a human face or a dog in it. In case it is a dog, the algorithm classifies the breed of the dog. Deep Learning Nanodegree project.

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