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GitHub topics: resnet-50

SKT1803/ai-explanation-tool-grid-explainer

Visual AI explanation tool using grid-based occlusion for CNN interpretability.

Language: Jupyter Notebook - Size: 5.31 MB - Last synced at: about 13 hours ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

ljiro/SoilScan

🌱 A React Native app that classifies soil using ResNet50 and recommends crops via XGBoost. Backend hosted on Hugging Face.

Language: JavaScript - Size: 195 MB - Last synced at: about 14 hours ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0

Shivam-26102003/Facial_Deepfake-video_detection

Facial deepfake detection using CNN(Resnext50) and LSTM

Language: Python - Size: 112 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

Wavxr/SuperMango

SuperMango is a mobile app that helps mango farmers detect anthracnose risk and severity by analyzing leaf photos and real-time weather data. Using a ResNet50 model for severity classification and a Random Forest model for environmental risk prediction, the app provides actionable recommendations based on scientific thresholds.

Language: TypeScript - Size: 495 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

shraddhaghuge/AlzheimerDiseaseClassification

🧠 A deep learning-based web app that classifies Alzheimer's disease stages from MRI images using ResNet50, VGG19, and InceptionV3. Built with Streamlit.

Language: Jupyter Notebook - Size: 1.38 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

ashishpatel26/Tools-to-Design-or-Visualize-Architecture-of-Neural-Network

Tools to Design or Visualize Architecture of Neural Network

Size: 27.3 KB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 4,855 - Forks: 600

saiyedduri/Scientific-computing-project

Efficient Deep Learning : ResNet-50 Multi-Class Image Classification with Parallel Computing on the collected 7000 real-world images database

Language: Jupyter Notebook - Size: 1.03 GB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 2 - Forks: 0

jan1na/Bleeding-Detecting-on-Capsule-Endoscopy

Binary Classifier to detect bleeding in caplse endoscopy images.

Language: Jupyter Notebook - Size: 47.3 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

jagadishdas21/eco-ai

This repository contains the code and results for a project focused on the computational analysis of sexual dimorphism in the Catopsilia pomona using visual classifiers (CNN, ResNet50, YOLO11n-cls). The project aims to accurately classify the sex of butterflies based on wing images and provides insights into the key visual features.

Language: Jupyter Notebook - Size: 17.4 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 1 - Forks: 0

usamahz/multi-task-loss

Multi-task perception system for autonomous vehicles, capable of handling semantic segmentation, object detection, classification, and depth estimation tasks simultaneously.

Language: Python - Size: 733 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 1 - Forks: 0

emptysoal/tensorrt-experiment

Base on tensorrt version 8.2.4, compare inference speed for different tensorrt api.

Language: Python - Size: 92 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 45 - Forks: 4

llegomark/image-classification-resnet-50

This project utilizes the Hono framework to build a Cloudflare Worker that exposes an API endpoint for image classification. It integrates with Cloudflare AI to run the Microsoft Vision Model ResNet-50 and classify images based on either image URLs or file uploads.

Language: TypeScript - Size: 68.4 KB - Last synced at: 9 days ago - Pushed at: 12 months ago - Stars: 2 - Forks: 0

ShaikhBorhanUddin/Pneumonia-Detection-from-CXR-using-Transfer-Learning-Models

Recognizing the critical importance of early diagnosis in respiratory diseases, especially pneumonia, this project compares the performance of five state-of-the-art convolutional neural network (CNN) architectures to identify the most effective model for accurate detection.

Language: Jupyter Notebook - Size: 11.6 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

aamodpaudel/Qualia

Qualia: A Hybrid CNN-ViT Approach for Quantitatively Decoding & Modeling of Pet Sentiments / Instincts from Visual Data

Language: Python - Size: 1.96 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

sayemuzzamansiam/ImageCaptionGenerators

Generate captions for images using deep learning models CNN and LSTM architectures

Language: Jupyter Notebook - Size: 17.5 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 1 - Forks: 0

SoumyaSahoo14/AlzheimerDiseaseClassification

🧠 A deep learning-based web app that classifies Alzheimer's disease stages from MRI images using ResNet50, VGG19, and InceptionV3. Built with Streamlit.

Language: Jupyter Notebook - Size: 1.37 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

mbar0075/Image-Classification-Object-Detection-and-Segmentation

This repository contains applications of various Image Classification and Object Detection models

Language: Jupyter Notebook - Size: 190 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 2

ptydhis/garbage-classification

Perbandingan Akurasi Arsitektur ResNet-50 Dan VGG16 Pada Sistem Klasifikasi Sampah

Language: Jupyter Notebook - Size: 1.28 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 0

NizamuddinMandekar/ImageDetector-Real-vs-AI-Generated

The "Image Detector" application is designed to classify images of faces as either real or AI-generated. Utilizing the ResNet50 model, our classifier achieves up to 95% accuracy. This repository provides an overview of the application, detailed results from experiments, and future scope for enhancements.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 1 - Forks: 0

martaverfer/bone-fracture-project

Computer Vision project to recognize bone fracture multi-region from X-ray images using pre-trained convolutional neural networks (CNNs)

Language: Jupyter Notebook - Size: 4.74 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

VidyutChakrabarti/DermaScan-AI Fork of NAKULMAK05/skin-lesion-classifier

A comprehensive Deep Learning and NLP based Skin Lesion Classifier which takes a skin lesion image as an input and classifies into one of the seven classes using DL and NLP techniques

Language: JavaScript - Size: 972 KB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 4 - Forks: 0

fayzi-dev/_Projects

Sample projects based on personal experiences and fun to share

Language: Jupyter Notebook - Size: 23.1 MB - Last synced at: 4 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 0

jagadishdas21/butterfly-wing-analysis

This project builds and compares CNN, ResNet50, and YOLO11n-cls models to classify the sex of Catopsilia pomona based on wing images. The study includes accuracy and loss analysis, precision vs. recall analysis, confusion matrix analysis, and Eigen-CAM visualization to understand the visual features driving the classification.

Language: Jupyter Notebook - Size: 2.77 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 1 - Forks: 0

mahmoudalrefaey/LandCoverClassification

A deep learning-powered web application that classifies satellite images into 10 different land cover types using ResNet50. Built with Streamlit, it provides real-time predictions and confidence scores for environmental monitoring and geographical analysis.

Language: Python - Size: 19.5 KB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

nordenxgt/ResNetFoodie

Transfer Learning of ResNet50 for Nepali Food Classification.

Language: Python - Size: 1.37 MB - Last synced at: 26 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

10zinten/food-image-classifier

Django application to generate food ingredients from food image using fine-tuned ResNet50

Language: Jupyter Notebook - Size: 2.02 MB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 4

HMUNACHI/vision-architectures

Comparative Analysis of SOTA Vision Architectures; VGG, GoogleNet, ResNet & Vision Transformers.

Language: Jupyter Notebook - Size: 2.29 MB - Last synced at: 6 days ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0

MateoVR13/Image_Clustering_ResNet50_KMeans

Image Clustering with ResNet50 & K-Means: A Python tool that uses deep learning feature extraction and unsupervised learning to automatically organize image collections into meaningful groups. Built with TensorFlow/Keras and scikit-learn.

Language: Jupyter Notebook - Size: 23.4 KB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 2 - Forks: 0

abhiverse01/hatespeech-multimodal-detection

Multi-Modal Hate Speech Detection using Deep Learning.

Language: Jupyter Notebook - Size: 8.32 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

mcam10/chocolate_model_predictor

StankNet is a deep learning model designed to classify stool samples according to the Purina Fecal Score Chart

Language: Python - Size: 42 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

sanggusti/final_bangkit

Fresh and Rotten Fruit Classifier

Language: Jupyter Notebook - Size: 87.5 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 8

Hords01/Classification_pytorch

ResNet-50

Language: Python - Size: 1.11 GB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

rehg-lab/eye-contact-cnn

Deep neural network trained to detect eye contact from facial image

Language: Python - Size: 146 MB - Last synced at: 8 days ago - Pushed at: 10 months ago - Stars: 96 - Forks: 35

kajendra10/WOA7015-CHESTXRAY-CNN-RESNET50

A CNN model developed to observe and predict lung related chronic diseases at an early stage. ResNet-50 architecture is used to classify x-ray images and Occlusion Sensitivity Function is used to visualise the image with its affected areas.

Language: Python - Size: 63.5 KB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

jghenriksson/DETR_LangFlow_Integration

Includes a custom component that integrates an API call to an object detection model (ResNet-50), marks the detected components in the image and passes the message to the chatbot that the image was processed and has been made available to the user. This component is intended for local use.

Size: 952 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

bPavan16/Plant-Disease-classification-usingCNN

Plant Disease Detection System using Convolutional Neural Networks (CNN) and transfer learning. Specifically, this system leverages the ResNet-50 architecture implemented in PyTorch and has achieved an accuracy of 82% on the validation set.

Language: Jupyter Notebook - Size: 2.94 MB - Last synced at: 15 days ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

akshitadixit/Retinopathy

This is a Categorical Detection and Prediction Task based on subset of a Kaggle dataset from Eye Images (Aravind Eye hospital) - APTOS 2019 Challenge. The goal is to predict the Blindness Stage (0-4) class from the Eye retina Image using Deep Learning Models (transfer learning via resnet50). This Automated System would speed up Blindness detection on Patients. Work in progress.

Language: Jupyter Notebook - Size: 7.04 MB - Last synced at: 25 days ago - Pushed at: almost 4 years ago - Stars: 9 - Forks: 0

JesperDramsch/seismic-transfer-learning

Deep-learning seismic facies on state-of-the-art CNN architectures

Language: Jupyter Notebook - Size: 8.89 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 81 - Forks: 55

krishnaura45/ImageQuant

Combining NLP and Deep Learning for Image-Based Entity Extraction

Language: Python - Size: 29.3 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

masoudnick/Brain-Tumor-MRI-Classification

Brain Tomur Classification Using Pre-trained Models

Language: Jupyter Notebook - Size: 3.79 MB - Last synced at: 26 days ago - Pushed at: about 3 years ago - Stars: 72 - Forks: 26

prince2004patel/Image-Caption-Generator

An image captioning model that generates natural language descriptions for images. Built using ResNet50 for feature extraction and LSTM for sequence generation using flicker8k data

Language: Jupyter Notebook - Size: 29.7 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

rachitdhar/image-classification-with-cnn-resnet50

Used a ResNet CNN model for flower image classification, and obtained performance metrics for it, including loss and accuracy plots, the confusion matrix and classification report.

Language: Jupyter Notebook - Size: 195 KB - Last synced at: 17 days ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

MilleXi/Pneumonia_X-ray_Classification

本项目实现了一个基于深度学习的胸部X线图像肺炎分类系统,用于自动识别儿科患者的胸部X线图像中是否存在肺炎(正常/肺炎)。系统采用了多种先进的深度学习模型,包括ResNet50、EfficientNet、Vision Transformer (ViT)和Swin Transformer,并支持模型集成。

Language: Python - Size: 24.4 KB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Srijan-Ratrey/Multiclass-weather-prediction-using-CNN

🌦️ A deep learning project to classify weather images into categories like cloudy, rainy, sunrise, and shine using a CNN model built with TensorFlow and Keras.

Language: Jupyter Notebook - Size: 9.7 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

devchaitanya/Discord-TumorBot

Language: Python - Size: 242 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

DARK-art108/Cotton-Leaf-Disease-Detection

🌿Classify Cotton Leaf Disease Images between Fresh or Diseased using Tensorflow Transfer Learning and Deploy it using a flask web server and Streamlit.🍂

Language: Jupyter Notebook - Size: 9.2 MB - Last synced at: 30 days ago - Pushed at: over 4 years ago - Stars: 22 - Forks: 5

mverbytska/Food-Classification

Image classification project using the Data Food dataset as part of the Deep Learning for Computer Vision course (Spring, 2025)

Language: Jupyter Notebook - Size: 92.8 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

HebaHamdan2/ECG-Analyzer-app-using-AI

ECG Analyzer is a web application developed as my bachelor's graduation project, designed to predict heart diseases from electrocardiogram (ECG) images.

Language: JavaScript - Size: 253 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1

Anis196/Snk-bite-det

This project is a deep learning-based classification model using ResNet50 and TensorFlow to classify snake bites as Poisonous or Non-Poisonous based on wound patterns. The model is trained on an image dataset and fine-tuned for better accuracy using GPU.

Language: Python - Size: 23.4 KB - Last synced at: 5 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

ansshhhhhh/COVID-Detection

An End-to-End project for COVID-19 detection through X-ray image of the chest.

Language: Jupyter Notebook - Size: 171 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Joshmantova/Eagle-Vision

Deployed bird classification webapp using Deep Learning, Docker, and Streamlit. Users can go onto the webapp and either upload their own images of birds or select from a set of images to feed through a Deep Learning model and display a prediction.

Language: Python - Size: 180 MB - Last synced at: 24 days ago - Pushed at: over 2 years ago - Stars: 58 - Forks: 35

ElenaRyumina/EMO-AffectNetModel

Dynamic and static models for real-time facial emotion recognition

Language: Jupyter Notebook - Size: 196 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 126 - Forks: 24

Ambrish8/Bell-s-Palsy

BELL’S PALSY SEVERITY DETECTION USING DEEP LEARNING

Language: Jupyter Notebook - Size: 1.14 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

RubensZimbres/Repo-2017

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

Language: Python - Size: 40.4 MB - Last synced at: 10 days ago - Pushed at: over 3 years ago - Stars: 1,191 - Forks: 677

Sh-31/Relational-Group-Activity-Recognition

A modern implementation of ECCV 2018 paper: "Hierarchical Relational Networks for Group Activity Recognition and Retrieval".

Language: Python - Size: 27.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Arian-Rahman/Cuisine-Classifier

An image classifier that can classify 20 different type of cuisines

Language: Jupyter Notebook - Size: 93.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

smoke-trees/ATLAS-predictors

Total Surveillance for Infiltrators, a defense security solutions suite, sort documents on the fly for malcontent, configure drones for maximum area coverage, send communications via commo hubs, protected by swarm and blockchain. TLDR : Automated Solutions for Counter Insurgency. This repo contains the AI/ML models.

Language: Python - Size: 14.1 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 1

Harshyadv/Final_Semester_Research_QCNN_vs_ResNet

Final semester research paper analyzing Quantum CNNs vs. ResNet-50 for medical image classification, developed under deadline pressure using AI-assisted coding tools and neural architecture optimizers. Submitted as coursework to demonstrate quantum-classical hybrid vs. traditional CNN efficacy in diagnostic imaging.

Size: 361 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

CedricCaruzzo/pannuke-segmentation

An open-source UNet-based pipeline for nuclei segmentation in histopathology images using the PanNuke dataset. It features an interactive web app for easy data visualization and handling, making AI tools accessible even for non-experts. This project provides a foundation for training and exploring histopathology data.

Language: Python - Size: 107 KB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 6 - Forks: 4

pranjalpruthi/chexml

DEEP LEARNING APPLICATION ON RESNET50 MODEL FOR LUNG DISEASE ANALYSIS IN CHEST X-RAY RADIOGRAPHS

Language: Python - Size: 17.8 MB - Last synced at: 7 days ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 1

SiddharthJiyani/KrishiDhaara

Language: JavaScript - Size: 137 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 1

SleepyMiner/Garbage-Classification

A deep learning solution using transfer learning with ResNet50 to accurately classify waste items into distinct categories for efficient recycling and waste management.

Language: Jupyter Notebook - Size: 4.49 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

tqHungdev0605/RiceLeafs_detection

Using ResNet50 model in deep learning to predict rice leaf diseases. Using Kaggle's "Rice Leafs" dataset

Language: Jupyter Notebook - Size: 90.2 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

NotShrirang/Indian-Sign-Language-Classification-using-Transfer-Learning

Indian Sign Language A-Z alphabets classification with Custom CNN and Resnet50

Language: Jupyter Notebook - Size: 1.49 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 1

CrispenGari/tuberculosis-AI

🧑‍⚕️🤖 Computer Vision in Tuberculosis (TB) diagnosis based on Chest X-ray images using Deep Learning Models.

Language: TypeScript - Size: 164 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

ramanks19/Capstone-Project-AIML

This project was done as part of Capstone Project for PGP in Artificial Intelligence and Machine Learning by Great Learning

Language: Jupyter Notebook - Size: 3.52 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 2

ZephyrusBlaze/Wildfire-Detection

A Wildfire Detection System that integrates machine learning models with satellite imagery, camera feeds, and weather data to predict and detect wildfires effectively.

Language: Jupyter Notebook - Size: 11.2 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 4 - Forks: 0

zincalex/Land_Cover_Classification_EUROSAT

Classification of Sentinel-2 land cover multiband images through an ensamble of DNN

Language: Python - Size: 361 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 1

Bhuvan-S-prasad/Bird_classification-resnet

A deep learning project utilizing ResNet-50 to classify images of 100 different bird species. This model uses transfer learning with data augmentation, learning rate scheduling, early stopping, and cross-entropy loss to achieve accurate classification.

Language: Python - Size: 172 MB - Last synced at: 26 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 2

dattaaaaa/deepfakedetector

A Flask-based web application for detecting deepfake videos using a ResNeXt50+LSTM model. Users can upload videos, and the model analyzes frames to classify them as real or fake. The app supports CPU-based inference and includes face detection for better accuracy.

Language: HTML - Size: 65.4 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

bjekic/WallSegmentation

Implementation of a wall segmentation algorithm in PyTorch.

Language: Python - Size: 82.6 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 38 - Forks: 13

TiffanyKousiman/breast-cancer-diagnostic-classifier

Evaluating the Role of Multimodal Clinical Data in Breast Cancer Diagnostic Classifier - Transfer Learning with ResNet50

Language: Jupyter Notebook - Size: 497 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

elifirinci/Classification_Freshness_Of_Tomatoes

Tomato Classification Project 🌱🍅 This project focuses on building a machine learning model to classify different types or conditions of tomatoes. The system leverages a CNN-based architecture for image recognition and classification. It is designed to assist in identifying tomato varieties, detecting ripeness levels.

Language: Jupyter Notebook - Size: 268 KB - Last synced at: 10 days ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

peteryuX/retinaface-tf2

RetinaFace (Single-stage Dense Face Localisation in the Wild, 2019) implemented (ResNet50, MobileNetV2 trained on single GPU) in Tensorflow 2.0+. This is an unofficial implementation. With Colab.

Language: Python - Size: 1.27 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 279 - Forks: 96

statisticszhang/ResNet-caffe-models

Resnet-18、Resnet-34 and Resnet-50 etc. caffe train prototxt files.

Language: Python - Size: 25.4 KB - Last synced at: 14 days ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 3

bristiHalder/X-RayShield-Diagnostic-assistant

Pneumonia Detection using FastAI ResNet50 Model

Language: Jupyter Notebook - Size: 97.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

arpanpramanik2003/object-detection-resnet50

This repository contains a deep learning project for CIFAR-10 image classification using the ResNet50 pre-trained model. The project includes data preprocessing, model training, evaluation, and visualization of results. Achieved high accuracy by fine-tuning the model and optimizing hyperparameters.

Language: Jupyter Notebook - Size: 192 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

pbaylies/stylegan-encoder Fork of Puzer/stylegan-encoder

StyleGAN Encoder - converts real images to latent space

Language: Jupyter Notebook - Size: 12.4 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 745 - Forks: 180

IEEE-NITK/Image_Captioning

Image Captioning is the process of generating textual description of an image. It uses both Natural Language Processing and Computer Vision to generate the captions.

Language: Jupyter Notebook - Size: 9.46 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 8

truong2710-cyber/Mammogram-Abnormalities-Detection

Using Faster R-CNN with ResNet50 and FPN to detect abnormalities in mammograms

Language: Jupyter Notebook - Size: 3.67 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 1

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%.

Language: Jupyter Notebook - Size: 13.8 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

vighnesh1001/RESNET_BRAIN_TUMOR_CLASSIFICATION

Language: Python - Size: 88.3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

sarisabban/SinfNet

A collection of datasets and neural networks for microorganism image classification

Language: HTML - Size: 53.4 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 12 - Forks: 1

dannylee1020/plant-seedling-image-classification

Image Classification with ResNet50, Docker, and Streamlit

Language: Python - Size: 1.31 MB - Last synced at: 9 days ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0

veydantkatyal/fraud-snap

Part of HackRx 5.0 Hackathon, document forgery detection for healthcare insurance claims.

Language: Jupyter Notebook - Size: 54.7 KB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

microsoft/art

Exploring the connections between artworks with deep "Visual Analogies"

Language: TypeScript - Size: 22.6 MB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 97 - Forks: 18

sonu275981/Fashion-Recommender-system

A fashion Recommender system using deep learning Resnet50 and Nearest neighbour algorithm

Language: Python - Size: 208 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 111 - Forks: 60

Balakrishna-kini/DEEP-FAKE-VIDEO-DETECTION

DEEP-FAKE VIDEO DETECTION: A DEEP LEARNING APPROACH FOR FACE-SWAP DETECTION

Language: Jupyter Notebook - Size: 8.54 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

VigneshS10/Model-Quantization-For-Diabetes-Classification-in-Edge-Devices

Model Quantization for Federated Learning in edge devices

Language: Python - Size: 30.3 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

aatmaj28/Soccer-Highlight-Generation

Designed and implemented an automated soccer highlight generation system leveraging ResNet-50 for feature extraction and a custom GRU model with attention for event classification. ⚽🎥

Language: Python - Size: 1.2 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 0 - Forks: 1

SnehaDharne/OcularDiseaseRecognition

Fundus image analysis for ocular disease recognition using deep learning. This repository implements image preprocessing, MIRNet enhancement, and transfer learning with ResNet50 and VGG16 for classifying multiple eye diseases. Keras Tuner is used for hyperparameter optimization.

Language: Jupyter Notebook - Size: 29.9 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Hajaarh/malaria_hematie_cnn

Algorithme de réseaux de neurones convolutionnels

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Sh-31/Group-Activity-Recognition

A modern implementation of CVPR 2016 paper: "A Hierarchical Deep Temporal Model for Group Activity Recognition."

Language: Python - Size: 45 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

s/CoreMLDemo

CoreML.framework Demo App

Language: Swift - Size: 170 MB - Last synced at: about 2 months ago - Pushed at: almost 8 years ago - Stars: 42 - Forks: 4

tejas-130704/Fashion-Recommender

Fashion Product Recommendation System : This project is a Fashion Product Recommendation System that utilizes ResNet50 for feature extraction. The system takes a query image and suggests the most visually similar fashion products from a dataset of 44,400 images.

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tejas-130704/Image-Captioning

Image Captioning: This project utilizes deep learning for image captioning, combining a CNN-based feature extractor with an LSTM-based sequence generator.

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Hubrishabh/TB-Detection

This project is a web application for detecting Tuberculosis (TB) using a deep learning model, specifically the ResNet50 architecture.

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MainakVerse/Activation-Infopedia

Learn about various types of activation functions with practical working and trials.

Language: Python - Size: 183 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

elaaatif/Computer-Vision

Detecting wildfire-affected areas using satellite imagery with computer vision techniques , highlighting the efficiency of Faster RCNN model.

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rahul-vinay/ShowAttendTell

This project implements an adaptive attention mechanism for image captioning, inspired by 'Show, Attend and Tell' paper. It combines ResNet50 and LSTM with a sentinel gate to dynamically balance focus between visual features and language context.

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Related Keywords
resnet-50 961 deep-learning 364 python 175 pytorch 170 tensorflow 163 cnn 159 transfer-learning 159 image-classification 150 machine-learning 148 keras 138 vgg16 128 convolutional-neural-networks 126 computer-vision 116 resnet 76 deep-neural-networks 73 classification 70 python3 57 keras-tensorflow 56 neural-network 54 vgg19 51 image-processing 48 cnn-classification 46 opencv 38 cnn-keras 37 inceptionv3 36 tensorflow2 36 object-detection 35 resnet-18 35 flask 34 neural-networks 33 streamlit 27 ai 26 jupyter-notebook 26 resnet-101 26 lstm 25 artificial-intelligence 24 deeplearning 24 resnet-34 22 mobilenetv2 22 numpy 22 covid-19 22 cnn-model 21 inception-v3 21 efficientnet 21 alexnet 20 fine-tuning 19 fastai 19 kaggle 19 data-science 19 feature-extraction 18 data-augmentation 17 image-captioning 17 vision-transformer 17 medical-imaging 16 imagenet 16 keras-neural-networks 16 face-recognition 15 dataset 14 image-recognition 14 inception-resnet-v2 14 semantic-segmentation 14 mobilenet 14 resnet-152 14 transformer 13 docker 13 nlp 13 segmentation 13 pretrained-models 13 unet-image-segmentation 13 reactjs 12 faster-rcnn 12 inception 12 face-detection 11 pytorch-implementation 11 densenet121 11 machine-learning-algorithms 11 resnet50 11 lstm-neural-networks 11 pandas 11 googlenet 11 unet 11 matplotlib 11 torchvision 11 kaggle-dataset 11 streamlit-webapp 10 image 10 detection 10 yolo 10 image-segmentation 10 convolutional-neural-network 9 residual-networks 9 fastapi 9 random-forest 9 yolov3 9 opencv-python 9 densenet 9 kmeans-clustering 8 xception 8 cifar10 8 cifar-10 8