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swinv2-finetuned-eurosat
AndreIchiro/swinv2-finetuned-eurosat
swinv2-finetuned-eurosat is a image classification model from AndreIchiro. Use it when you need a label for an image. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Image Classification
- Library
- transformers
- Model type
- swinv2
- Access
- Public
- Created
- Nov 1, 2022
- Updated
- Nov 2, 2022
- SHA
- b501a554
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
swinv2-finetuned-eurosat
This model is a fine-tuned version of microsoft/swinv2-base-patch4-window16-256 on the imagefolder dataset.
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: 5e-05
- 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: 1
Framework versions
- Transformers 4.24.0
- Pytorch 1.12.1+cu113
- Datasets 2.6.1
- Tokenizers 0.13.1
- Task
- Image Classification
- Library
- transformers
- Type
- swinv2
- Created
- Nov 1, 2022
- Updated
- Nov 2, 2022