Computer Vision App (e.g. Defect Detection)

Summary

A vision project solving a concrete, real-world classification or detection problem — stronger for a portfolio than another generic image classifier.

• 1Find or build a dataset for a specific real-world vision problem.
• 2Fine-tune a pretrained backbone and deploy the model behind a simple upload-and-predict UI.
• 3Report performance honestly, including failure cases on hard examples.