trash-classification

luthfi507/trash-classification

trash-classification is a machine learning model from luthfi507. 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.

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

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At a glance

Library: transformers
Model type: custom_model
Access: Public
Created: Oct 24, 2024
Updated: Oct 27, 2024
SHA: 40b0c1ed

Model card

From the Hugging Face model README

trash-classification

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

Loss: 0.1071
Accuracy: 0.9645

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:

learning_rate: 0.0001
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	127	0.3088	0.8973
No log	2.0	254	0.2201	0.9191
No log	3.0	381	0.1929	0.9309
0.3062	4.0	508	0.2113	0.9230
0.3062	5.0	635	0.1429	0.9566
0.3062	6.0	762	0.1071	0.9645
0.3062	7.0	889	0.1364	0.9506
0.0573	8.0	1016	0.1297	0.9585
0.0573	9.0	1143	0.1209	0.9585
0.0573	10.0	1270	0.1143	0.9615

Framework versions

Transformers 4.44.2
Pytorch 2.5.0+cu121
Datasets 3.0.2
Tokenizers 0.19.1

Library: transformers
Type: custom_model
Created: Oct 24, 2024
Updated: Oct 27, 2024