Simuletic/Weapon_Detection_Dataset_Handgun_vs_BagOfChips
Synthetic Weapon Detection: Handgun vs. Bag of Chips Fixing the "Doritos Effect": Reducing AI False Positives on Snacks & Shiny Objects Overview This is an open-source synthetic dataset designed to solve a specific, high-profile failure mode in Weapon Detection AI: Confusing food packaging with firearms. In late 2025, a student in Baltimore was handcuffed because an AI security system flagged a bag of Doritos as a handgun. This happens because… See the full description on the dataset page: https://huggingface.co/datasets/Simuletic/Weapon_Detection_Dataset_Handgun_vs_BagOfChips.
| Author / organization | Simuletic |
|---|---|
| License (as declared) | cc-by-nc-4.0 |
| Downloads | 142 (as reported by Hugging Face) |
| Likes | 2 |
| Created | 14 February 2026 |
| Last updated at source | 14 February 2026 |
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Recent changes
- 16 Oct 2026 Description: Synthetic Weapon Detection: Handgun vs. Bag of Chips Fixing the "Doritos Effect": Reducing AI False Positives on Snacks & Shiny Objects Overview This is an open-source synthetic dataset designed to solve a specific, high-profile failure mod → Synthetic Weapon Detection: Handgun vs. Bag of Chips Fixing the "Doritos Effect": Reducing AI False Positives on Snacks & Shiny Objects Overview This is an open-source synthetic dataset designed to solve a specific, high-profile failure mod
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