Humans still better than AI for hotdog or not
8 hours ago
- #False Positives
- #Google Cloud Vision
- #Image Moderation
- Google Cloud Vision (GCV) Safe Search Detection helps detect inappropriate content like adult or violent imagery.
- GCV only supports batch processing for images stored in Google Cloud Storage (GCS), limiting scalability for other hosting solutions.
- The asyncBatchAnnotateImages API processes up to 100 images per request, requiring additional logic for large datasets.
- Testing with a dataset of mice images showed GCV successfully detected explicit or violent content but had 15 false positives.
- False positives included safe images flagged as 'violence', 'racy', or 'adult' without valid reasons.
- GCV is useful as a first layer of moderation but not reliable enough for standalone use due to false positives.
- Human annotation remains more accurate and cost-effective for high-precision moderation needs.