# Find Duplicates Find and remove duplicate or near-duplicate images from a FiftyOne dataset using brain similarity. ## Install ```bash curl -sL skil.sh | sh -s -- voxel51/fiftyone-skills ``` When prompted, select **fiftyone-find-duplicates** from the menu. ## Requirements - [FiftyOne](https://docs.voxel51.com/getting_started/install.html) - [FiftyOne MCP Server](https://github.com/voxel51/fiftyone-mcp-server) - [`@voxel51/brain`](https://github.com/voxel51/fiftyone-plugins/tree/main/plugins/brain) plugin ## Usage Load a dataset in FiftyOne, then ask your AI assistant: ```default "Find duplicate images in my dataset" "Remove near-duplicates and keep only unique samples" "Show me which images are visually similar" ``` The skill computes similarity embeddings, identifies duplicates above a configurable threshold, and lets you review them in the App before deleting. ## Example ```python import fiftyone as fo import fiftyone.zoo as foz dataset = foz.load_zoo_dataset("quickstart") ``` Then ask your assistant: ```default "Find near-duplicate images in the quickstart dataset" ``` ## See also - [Deduplication docs](https://docs.voxel51.com/brain.html#brain-similarity) - [FiftyOne Brain](https://github.com/voxel51/fiftyone-brain)