crime_cctv_image_detection

dima806/crime_cctv_image_detection

crime_cctv_image_detection is a image classification model from dima806. Use it when you need a label for an image. The card lists the license as apache-2.0.

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

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At a glance

Task: Image Classification
License: apache-2.0
Model type: vit
Access: Public
Created: Nov 2, 2024
Updated: Dec 15, 2024
SHA: c3c8d0a2

Base models

google/vit-base-patch16-224-in21k

Model card

From the Hugging Face model README

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

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

Task: Image Classification
Type: vit
License: apache-2.0
Created: Nov 2, 2024
Updated: Dec 15, 2024