segFormer-b3-horizontal-vertical

ChristianMDahl/segFormer-b3-horizontal-vertical

segFormer-b3-horizontal-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: Jun 13, 2023
Updated: Sep 11, 2023
SHA: 5a16cfda

Base models

nvidia/mit-b3

Model card

From the Hugging Face model README

ChristianMDahl/segFormer-b3-horizontal-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: 0.1671
Validation Loss: 0.2320
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
0.3203	0.2831	0
0.2822	0.2688	1
0.2662	0.2578	2
0.2526	0.2484	3
0.2396	0.2442	4
0.2288	0.2416	5
0.2195	0.2381	6
0.2121	0.2361	7
0.2058	0.2314	8
0.1999	0.2277	9
0.1952	0.2287	10
0.1912	0.2221	11
0.1869	0.2205	12
0.1835	0.2226	13
0.1804	0.2209	14
0.1775	0.2181	15
0.1745	0.2206	16
0.1721	0.2179	17
0.1693	0.2199	18
0.1671	0.2320	19

Framework versions

Transformers 4.29.2
TensorFlow 2.10.1
Tokenizers 0.13.3

Library: transformers
Type: segformer
License: other
Created: Jun 13, 2023
Updated: Sep 11, 2023