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autotrain-autotrain-simple-classifierv2-84935142669
fsuarez/autotrain-autotrain-simple-classifierv2-84935142669
autotrain-autotrain-simple-classifierv2-84935142669 is a image classification model from fsuarez. Use it when you need a label for an image. It is set up for transformers.
This model embodies a Vision Transformer (ViT) architecture tailored for image classification tasks. It's honed to accurately categorize images into three specific classes: Button, RadioButton, and CheckBox.
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Model card
From the Hugging Face model README
Model Description:
This model embodies a Vision Transformer (ViT) architecture tailored for image classification tasks. It's honed to accurately categorize images into three specific classes: Button, RadioButton, and CheckBox.
Training Data:
It's trained on a dataset comprising images from the three classes—Button, RadioButton, and CheckBox—enabling it to adeptly recognize and classify these distinct visual elements.
Model Trained Using AutoTrain
- Problem type: Multi-class Classification
- Model ID: 84935142669
- CO2 Emissions (in grams): 1.0491
Validation Metrics
- Loss: 0.111
- Accuracy: 0.969
- Macro F1: 0.935
- Micro F1: 0.969
- Weighted F1: 0.969
- Macro Precision: 0.934
- Micro Precision: 0.969
- Weighted Precision: 0.970
- Macro Recall: 0.939
- Micro Recall: 0.969
- Weighted Recall: 0.969
- Task
- Image Classification
- Library
- transformers
- Type
- swin
- Created
- Aug 25, 2023
- Updated
- Aug 25, 2023