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README.md
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license: apache-2.0
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base_model: google/vit-base-patch16-224-in21k
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tags:
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- image-classification
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- generated_from_trainer
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datasets:
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- renovation
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name: Image Classification
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type: image-classification
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dataset:
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name:
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type: renovation
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config: default
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split: validation
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# vit-base-beans-demo-v5
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This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the
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It achieves the following results on the evaluation set:
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- Loss:
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- Accuracy: 0.
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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### Framework versions
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license: apache-2.0
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base_model: google/vit-base-patch16-224-in21k
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tags:
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- generated_from_trainer
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datasets:
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- renovation
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name: Image Classification
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type: image-classification
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dataset:
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name: renovation
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type: renovation
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config: default
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split: validation
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.6950596252129472
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# vit-base-beans-demo-v5
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This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the renovation dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.2470
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- Accuracy: 0.6951
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 1.0616 | 0.17 | 100 | 1.0267 | 0.5818 |
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| 0.9594 | 0.34 | 200 | 0.9468 | 0.6073 |
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| 1.1785 | 0.51 | 300 | 0.9976 | 0.5869 |
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| 0.865 | 0.68 | 400 | 0.9288 | 0.6388 |
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| 0.8494 | 0.85 | 500 | 0.8573 | 0.6516 |
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| 0.8151 | 1.02 | 600 | 0.8729 | 0.6397 |
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| 0.5787 | 1.19 | 700 | 0.9067 | 0.6448 |
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| 0.7768 | 1.36 | 800 | 0.8996 | 0.6533 |
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| 0.6098 | 1.53 | 900 | 0.8460 | 0.6695 |
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| 0.6251 | 1.7 | 1000 | 0.8610 | 0.6704 |
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| 0.7863 | 1.87 | 1100 | 0.8668 | 0.6431 |
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| 0.2595 | 2.04 | 1200 | 0.8725 | 0.6840 |
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| 0.2735 | 2.21 | 1300 | 0.9307 | 0.6746 |
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| 0.2429 | 2.39 | 1400 | 1.0958 | 0.6354 |
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| 0.3224 | 2.56 | 1500 | 1.0305 | 0.6687 |
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| 0.1602 | 2.73 | 1600 | 1.0072 | 0.6746 |
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| 0.2042 | 2.9 | 1700 | 1.0971 | 0.6789 |
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| 0.0604 | 3.07 | 1800 | 1.0817 | 0.6917 |
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| 0.0716 | 3.24 | 1900 | 1.1307 | 0.6925 |
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| 0.0822 | 3.41 | 2000 | 1.1827 | 0.6925 |
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| 0.0889 | 3.58 | 2100 | 1.2424 | 0.6934 |
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| 0.0855 | 3.75 | 2200 | 1.2667 | 0.6899 |
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| 0.0682 | 3.92 | 2300 | 1.2470 | 0.6951 |
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### Framework versions
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model.safetensors
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runs/Mar23_12-27-13_65433f580760/events.out.tfevents.1711196834.65433f580760.3628.0
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