Expiry Date Detection Model

This model uses a custom object detection pipeline followed by OCR to detect and extract expiry dates from product package images.

How to Use

The model consists of a YOLOv8 object detection model followed by OCR for date extraction. The detection model identifies regions of interest (ROIs) containing dates, and OCR is used to extract the date from these ROIs.

Installation

pip install ultralytics pytesseract opencv-python-headless matplotlib

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Object Detection

This model is not currently available via any of the supported third-party Inference Providers, and the HF Inference API does not support custom models with pipeline type object-detection