# PalletPilot

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Gagan Shivanna](https://cerebralvalley.ai/u/GaganShivanna), [Matthew White](https://cerebralvalley.ai/u/mrw4211), [Sandy Yang](https://cerebralvalley.ai/u/s21dy), [Suhyun Baik](https://cerebralvalley.ai/u/suzi1i1i)
- **GitHub:** https://github.com/GaganShivanna/PalletPilot
- **Demo video:** https://youtube.com/shorts/BUfGOJDFtq4?feature=share
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4389

PalletPilot turns one unboxing video of a liquidation pallet into a reviewable inventory and draft marketplace listings.

Resellers who buy pallets of returned goods spend most of their time identifying, photographing and listing items one at a time, and a single pallet can hold 50 to 200 items. With PalletPilot, the seller records the unboxing on an iPhone and uploads it. As each item is identified, the app receives it live: name, brand, category and a confidence score, with a cropped photo taken from the video. Items the models cannot verify, such as an unbranded product or a sealed box, are flagged for review instead of guessed. Muse Spark also suggests a resale price estimate for each identified item. Sellers can edit any item, see a summary of the pallet and export every listing as a CSV.

PalletPilot is a SwiftUI iOS app and a FastAPI backend that chains Muse Spark and SAM 3.1 through the Meta Model API.

## More from Meta Global AI Developer Hackathon

- [Hasami](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4386)
- [Hazmat](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4387)
- [Maple Syrup](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4388)
- [01f-w8c9spo](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4390)
- [Glassistant](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4391)
- [Stardust](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4392)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4389. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt