Open-source model of autotrain-histopathological_image_classification-3393093039 - Accurately perform multi-class classification of histopathological images

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.

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.

Histopathology image classification

Multi-class image recognition

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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