Best Face Forward

Best Face Forward 2.0 adds richer face scoring, filter previews, and Still Motion tools while keeping photo analysis on device.

Best Face Forward helps you find the strongest face frame from a Live Photo or selected image, then tune it before saving or sharing.

The app samples candidate frames, detects faces with Apple Vision, and highlights the clearest result. Version 2.0 expands the result view with enhanced scoring for sharpness, smile, and eyes-open confidence, plus a timeline so you can compare the full frame sequence instead of trusting one number.

Use the Filters tab to preview 14 looks, compare presets in a strip, and save a still frame when the photo needs a quick finish. Candidate frames support press-and-hold actions for faster review. Still Motion tools are included for motion suggestions and mask-based experiments.

Features:

• Live Photo and still image frame review
• On-device face capture quality scoring
• Enhanced sharpness, smile, and eyes-open signals
• Timeline graph for candidate frame comparison
• 14 filter presets with a preview strip
• Save or share the best frame
• Candidate frame context actions
• Still Motion tools for optical-flow suggestions and mask painting
• Apple Watch companion source included for quick result summaries from iPhone

Best Face Forward does not identify who someone is. It only scores the capture quality of faces in selected media.