fernhill/fernhill-detect-s
Object detection11M paramsonnxLicense: apache-2.0#detection#edge
Updated Sep 21, 2026
Part of the Open Pace seed catalog. Weights are listed for the preview and become downloadable at launch.
Overview
A small real-time detector exported to ONNX, sized for single-board computers.
fernhill/fernhill-detect-s is a 11M-parameter object detection model, published in onnx under the apache-2.0 license.
Intended use
- Object detection in the domains described above.
- Research, prototypes and products that keep a person in the loop.
- Fine-tuning as a starting point for a narrower task.
How to use
# Command-line client (planned; the shape may change)
pace pull fernhill/fernhill-detect-s
# Python (planned)
from openpace import load
model = load("fernhill/fernhill-detect-s")Limitations
- Accuracy falls on lighting, angles and object types it rarely saw.
- Do not use it for decisions about people, such as identification or surveillance.
License
Released under apache-2.0. Read the license file before using the weights commercially.