brain-tumor-classification

Hemgg/brain-tumor-classification

brain-tumor-classification is a image classification model from Hemgg. Use it when you need a label for an image. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Image Classification
Library: transformers
License: apache-2.0
Model type: vit
Access: Public
Created: May 29, 2024
Updated: May 29, 2024
SHA: 2413c5fe

Base models

google/vit-base-patch16-224-in21k

Spaces

Model card

From the Hugging Face model README

Brain-Tumor-Classification

This model is a fine-tuned version of google/vit-base-patch16-224-in21k on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0872
Accuracy: 0.9758

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
1.2074	1.0	44	0.8060	0.8128
0.4897	2.0	88	0.3008	0.9274
0.2462	3.0	132	0.2464	0.9331
0.1937	4.0	176	0.1918	0.9502
0.1523	5.0	220	0.1699	0.9502
0.1371	6.0	264	0.1372	0.9644
0.1104	7.0	308	0.1121	0.9708
0.1097	8.0	352	0.1220	0.9651
0.1015	9.0	396	0.1053	0.9737
0.0841	10.0	440	0.1142	0.9708
0.0839	11.0	484	0.1073	0.9708
0.0771	12.0	528	0.1156	0.9665
0.074	13.0	572	0.1203	0.9644
0.0652	14.0	616	0.0706	0.9858
0.0694	15.0	660	0.0984	0.9744
0.0596	16.0	704	0.0872	0.9758

Framework versions

Transformers 4.38.1
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2

Task: Image Classification
Library: transformers
Type: vit
License: apache-2.0
Created: May 29, 2024
Updated: May 29, 2024