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dima806
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crime_cctv_image_detection

Image Classification
Safetensors
vit
Model card Files
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 Community
crime_cctv_image_detection
File size: 774 Bytes
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---
license: apache-2.0
metrics:
- accuracy
- f1
base_model:
- google/vit-base-patch16-224-in21k
pipeline_tag: image-classification
---

Returns with about 83% accuracy whether is a crime in a CCTV camera image.

See https://www.kaggle.com/code/dima806/crime-cctv-detection-vit for more details.

![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/GOK6e9gwilqZzrbqCm-zU.png)

```
Classification report:

              precision    recall  f1-score   support

       Crime     0.7971    0.7823    0.7896     46356
      Normal     0.8467    0.8579    0.8522     64952

    accuracy                         0.8264    111308
   macro avg     0.8219    0.8201    0.8209    111308
weighted avg     0.8260    0.8264    0.8262    111308
```