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plastic-recycling-codes – AI Model by DamarJati | AlphaNeural AI
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DamarJati
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plastic-recycling-codes
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transformers
pytorch
swin
image-classification
generated_from_trainer
en
imagefolder
aytvill/plastic-recycling-codes
microsoft/swin-tiny-patch4-window7-224
finetune
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
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Model card
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Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
More information needed
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 5e-5
train_batch_size: 32
eval_batch_size: 32
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
5
1.847501
0.260870
1.9354
2.0
10
1.729485
0.333333
1.9354
3.0
15
1.681863
0.391304
Framework versions
Transformers 4.33.3
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3
