Universal Dataset Import for FiftyOne

Key Directives

ALWAYS follow these rules:

1. Scan folder FIRST

Before any import, deeply scan the directory to understand its structure:

# Use bash to explore
find /path/to/data -type f | head -50
ls -la /path/to/data

2. Auto-detect everything

Detect media types, label formats, and grouping patterns automatically. Never ask the user to specify format if it can be inferred.