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Autotrain Histopathological Image Classification 3393093039

Developed by JoffreyMa
This is a multi-class image classification model trained via AutoTrain, specifically designed for histopathology image classification tasks.
Downloads 17
Release Time : 2/10/2023

Model Overview

The model can accurately classify histopathology images and is suitable for the field of medical image analysis.

Model Features

High accuracy
Achieves 91% accuracy on the validation set, demonstrating excellent performance.
Multi-class classification
Capable of handling various types of histopathology image classification tasks.
Balanced performance
Macro F1 score reaches 0.928, indicating balanced performance across different categories.

Model Capabilities

Histopathology image classification
Multi-class image recognition

Use Cases

Medical diagnosis
Pathology slide classification
Used for automatic classification of different types of pathology slide images
Accuracy reaches 91%
Medical research
Pathology image analysis
Assists researchers in quickly classifying and analyzing large volumes of pathology images
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