halcon-python-api-bridge

halcon-python-api-bridge is a Computer vision skill for AI agents, published by KeploreAI-Lab in the MindAct repository on GitHub. Skillspace rates halcon-python-api-bridge D (66/100) and it passed the safety scan; the rating is based on static analysis only.

Use this skill whenever a user wants to run a modern deep learning model (YOLOv8, YOLOv9, Detectron2, SegFormer, PatchCore, or any model HALCON does not natively support) from within a HALCON HDevelop script. This skill packages the model as a FastAPI server and provides a HALCON .hdev test script that calls the API via curl, parses the JSON response, and displays results (bounding boxes, masks, keypoints) in the HALCON window. Trigger this skill when the user says: "use YOLOv8 from HALCON", "call a Python model from HALCON", "HALCON doesn't support this model", "bridge HALCON and PyTorch", "wrap model as API for HALCON", "infer from HDevelop", or whenever the user wants to integrate a non-HALCON model into a HALCON inspection pipeline. Always use port 12002 for the first service (per port-conventions skill).

Grade
D
Quality
66 / 100
Safety
Passed
GitHub stars
85

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubKeploreAI-Lab/MindAct

Our review

Architecture
84 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
AGPL-3.0
Adoption
Adopted by 1 other repositories, in 0 collections

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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