xby-daily-object-detection

In everyday scenarios such as casual photos, inspection screenshots, or surveillance captures, you usually care about a handful of things: is there a person, a pet, a vehicle, a flame, or a cardboard box? xby-daily-object-detection is a DeepSeek Harness plugin built exactly for that niche, turning target detection into a single tool call without the overhead of assembling inference pipelines from scratch.

Under the hood, the plugin detects five target categories and returns bounding-box coordinates, confidence scores, and class labels for every object found in the image. Image input is flexible: you can supply a file URL, a Base64-encoded string, or a local file path, making it easy to wire into both online and offline batch workflows. An in-chat API-key setter with automatic persistence means you configure credentials once and they survive restarts.

It is a great fit for developers who need to bolt light-weight object recognition onto an existing vision pipeline, as well as small teams doing safety inspections, warehouse inventory checks, or content moderation. No self-hosted GPU cluster and no model fine-tuning required-registers an API key and you are ready to go.