multiclass-image-classification 开源项目推荐（106 个）

vijayg15 /Keras-MultiClass-Image-Classification

Multiclass image classification using Convolutional Neural Network

MuhammedBuyukkinaci /TensorFlow-Multiclass-Image-Classification-using-CNN-s

Balanced Multiclass Image Classification with TensorFlow on Python.

France1 /unet-multiclass-pytorch

Multiclass semantic segmentation using U-Net architecture combined with strong image augmentation

teja0508 /BCS_Body_Condition_Score_Cattle_Prediction

body-condition-score_cattle prediction.

deepankarvarma /Handwriting-Recognition--OpenCV--Keras-and-TensorFLow

This repository contains Python code for handwritten recognition using OpenCV, Keras, TensorFlow, and the ResNet architecture. The project utilizes two datasets: the standard MNIST 0-9 dataset and the Kaggle A-Z dataset. The OCR model is trained using Keras and TensorFlow, while OpenCV is used for image pre-processing.

VishalShah1999 /MultiClass-Image-Classification

This will help you to classify images into Multiple Classes using Keras and CNN

Amaan-developpeur /fundus-image-disease-classification

Deep learning pipeline for classification of Cataract, Diabetic Retinopathy, Glaucoma and Normal using fundus images

tahirlee /RCG-Net-convolution-transformer-based-network-for-histopathology-image-classification

Code for "A Novel Convolution Transformer-Based Network for Histopathology Image Classification Using Adaptive Convolution and Dynamic Attention"

neelkantnewra /Multiclass-disease-classification-using-modified-CNN

This repository contains models for Multi-class disease detection using Chest X ray. A detail analysis of our approach is mentioned.

SubhangiSati /Identification-of-Gemstone-using-MobileNetV2-and-transfer-learning

The project focuses on Identification of various Gemstone. The dataset consists of 87 classes.It shows the whole progress and model used to achieve final accuracy. You will gain knowledge of Computer Vision, The model used are CNN(Convolutional Neural Network), MobileNetV2 and VGGNet,The final model used was transfer learning with model MobileNetV2

MuhammedBuyukkinaci /My-Jupyter-Files

This repository is containing my Jupyter files.

deepankarvarma /American-Sign-Language-MultiClass-Image-Classification-OpenCV-Keras-TensorFlow

This repository contains Python code for a project that performs American Sign Language (ASL) detection using multiclass classification. It utilizes YOLO (You Only Look Once) and MobileNetSSD_deploy for object detection, achieving an accuracy of 91%. The code offers options to predict signs from both images and videos.

IIsameerII /Handwritten-Digit-Recognition-from-MNIST-Dataset

This project uses TinyVGG and Streamlit to classify handwritten digits.

Nirmala-research /YOLOv7-XAI

Multiclass Skin lesion localization and Detection with YOLOv7-XAI Framework with explainable AI

AtulJoshi1 /image-classification

Multi-class classification by Deep Learning approach on image data.

m3mentomor1 /Pneumonia_Detection_with_Lightweight-CNN-Models

This is a project focused on identifying the presence of pneumonia in chest X-ray images. Each image can be classified into one of three categories: Bacterial Pneumonia, Viral Pneumonia, or Normal.

RajkumarGalaxy /birds

Photographs of Birds for Multi-target Images Classification

SayamAlt /Flowers-Recognition

Successfully trained a deep learning model which can precisely predict the species of flowers based on their images.

kaustubhbhavsar /animals-10-classification

Multiclass Classification of Imbalanced Image Dataset using Transfer Learning.

EMCL-Research-ITSecLab /ssci23-xai-network-traffic

SSCI23 Explainable AI in Network Traffic Classification