Computer Vision License Validation

Business problem: Id verification system(valid or invalid) say driving license as id. How do we go about solving this business problem using Deep learning

Input - License Id Images

Approach

• Feature Definition
• Defining Elements
• Historical data
• Labeling / Annotation

Vision

• Problem #1 - Extract Face images
• Problem #2 - OCR, License Id, Dates, LicenseNumber, Authority
• Problem #3 - Detection for Signature Extracting
• Data Validation - Blurriness - Image Sharpening / Laplacian / Sobel / Canny edge to sharpen images. Non-readable - Far / Validation - Near View

Backend Validation

• API call
• Face Match
• Similarity Score
• Output - Valid License

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