Image Classification

Assign a label to an image. Same shape as text classification - input is an image, output is one or more labels from a closed set.

Files

• basic.py — single label per image.
• multilabel.py — any subset of N tags per image.

When to use

• Routing user-uploaded photos by content type.
• Pre-tagging a media library before manual cleanup.
• Quality / NSFW gates before ingest.

If you want to extract structured fields rather than labels (color, brand, text on the image), use _07_image_extraction/.

Run

python cookbook/data_labeling/_06_image_classification/basic.py
python cookbook/data_labeling/_06_image_classification/multilabel.py

Requires GOOGLE_API_KEY. The samples use stable public image URLs (Google sample assets and the agno public S3 bucket) - swap in your own image URLs or local paths in the Image(...) call.