Training with the Invisibles: Obfuscating Images to Share Safely for Learning Visual Recognition Models

Understand

High-performance visual recognition systems generally require a large collection of labeled images to train.

• The expensive data curation can be an obstacle for improving recognition performance.
• Sharing more data allows training for better models.
• But personal and private information in the data prevent such sharing.