Casting detection Computer Vision Project

Here are a few use cases for this project:

1. Quality Control in Manufacturing: This model can be used in manufacturing industries, specifically for those that deal with casting, e.g., automotive, aerospace, heavy machinery. By identifying casting defects such as scratches, cracks, pits, burrs, it helps in maintaining the high quality of products and rejecting defects early in the production process.

2. Restoration and Repair: Use the model in the applications about the restoration of vintage cars, bikes, machines, and more. By identifying the specific issues like cracks, scratches, or strains, relevant repairs can be carried out efficiently.

3. Art and Sculpture Evaluation: The computer vision model could be used to evaluate sculptures or works of art that have been casted. It could identify potential defects or areas that need further polishing or refinement.

4. Archeology and Geology: This model can assist in analyzing geological artifacts or samples. Identifying and cataloging different types of casting-related features or anomalies can be useful in these scientific investigations.

5. Jewelry Making and Inspection: With the ability to identify issues like scratches, pit, casts, etc., the computer vision model could be used in the inspection phase of jewelry manufacturing, detecting flaws and imperfections and ensuring the jewelries' high quality.