segFormer-b3-vertical

ChristianMDahl/segFormer-b3-vertical

segFormer-b3-vertical is a machine learning model from ChristianMDahl. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as other.

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

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At a glance

Library: transformers
License: other
Model type: segformer
Access: Public
Created: May 28, 2023
Updated: May 30, 2023
SHA: 6ff81779

Model card

From the Hugging Face model README

ChristianMDahl/segFormer-b3-vertical

This model is a fine-tuned version of nvidia/mit-b3 on an unknown dataset. It achieves the following results on the evaluation set:

Train Loss: 0.1059
Validation Loss: 0.1350
Epoch: 19

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

optimizer: {'name': 'Adam', 'learning_rate': 6e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
training_precision: float32

Training results

Train Loss	Validation Loss	Epoch
0.1926	0.1873	0
0.1677	0.1612	1
0.1578	0.1562	2
0.1509	0.1521	3
0.1451	0.1480	4
0.1395	0.1458	5
0.1343	0.1431	6
0.1314	0.1433	7
0.1274	0.1395	8
0.1247	0.1377	9
0.1218	0.1361	10
0.1199	0.1374	11
0.1173	0.1350	12
0.1153	0.1376	13
0.1138	0.1395	14
0.1117	0.1357	15
0.1102	0.1353	16
0.1089	0.1397	17
0.1082	0.1364	18
0.1059	0.1350	19

Framework versions

Transformers 4.28.1
TensorFlow 2.10.1
Datasets 2.12.0
Tokenizers 0.13.0.dev0

Library: transformers
Type: segformer
License: other
Created: May 28, 2023
Updated: May 30, 2023