# ScoreSnap

- **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:** [yomi adelowotan](https://cerebralvalley.ai/u/yomisys)
- **GitHub:** https://github.com/yomisys/scoresnap
- **Demo video:** https://youtu.be/uCOQUvj7bZM
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1220

Most Nigerian secondary schools still record test and exam scores on paper. At the end of each term, someone retypes thousands of handwritten scores into a broadsheet.
  Results come out days late, and typing mistakes change real students' grades.

  ScoreSnap is verified score entry for these schools. A teacher photographs a score sheet, and Muse Spark transcribes every row into structured JSON, returning null
  instead of guessing when a cell is unreadable. The model never calculates anything. Code computes totals and WAEC grades, compares them with the total the teacher wrote,
 and flags only the rows a person must check: blank or impossible scores, addition mistakes, duplicates and names not on the class register.

 The teacher fixes those rows and approves them. The approved scores are then exported, ready for the school's records system. Teachers only spend time on the rows that
  need them.

## More from Meta Global AI Developer Hackathon

- [Pettigrew Lab](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1217)
- [Omnibasket](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1218)
- [LittleCreator](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1219)
- [THE NEMESIS](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1221)
- [Gevalinho Labs](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1222)
- [Stackly - Gracjan Kolary](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1223)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1220. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt