MissionLayer Sizing
Contactless body and foot measurement from phone photos
Prototype
Measures height, body girths and foot dimensions from photos taken against printed reference targets, then recommends garment and footwear sizes. Runs offline, on a local server, with no contact and no specialist scanner.
What is built
- Computer vision with printed reference targets, plane fitting and quality checks
- On-device segmentation and pose models — no cloud processing
- Encrypted storage, role tokens, and a hash-chained audit log
- Accessibility-tested capture interface
How it can serve an agency
Uniform, boot and protective-equipment sizing for military, veterans and first-responder programs, including remote or mail-in fitting. Accuracy is measured on synthetic data so far; a field validation study is designed and not yet run.
Capabilities
- Computer vision
- On-device ML
- Offline