44546a13f2
Two ways the VLM parsers crashed on adversarial model output instead of degrading gracefully (the contract they already honor for invalid JSON): 1. Gemini 2.5: a mask value that is not a 'data:image/png;base64,' string appended an empty mask and then 'continue'd, skipping the confidence handler at the bottom of the loop. The item's box was recorded but its confidence was not, so the confidence array ended up shorter than xyxy and Detections.from_vlm raised a shape ValueError. Replaced the 'continue' with an if/else so the confidence handler always runs. 2. Gemini 2.0 / Gemini 2.5 / Qwen 2.5: valid JSON whose top level is not a list, or whose elements are not dicts (e.g. '[1, 2, 3]'), raised TypeError from the 'key not in item' membership test. Added a top-level list guard (Gemini 2.0/2.5; Qwen already had one) and a per-element dict guard so wrong-shaped JSON degrades to empty Detections. Add regression tests for the mask/confidence alignment and for graceful degradation across all three parsers. --------- Co-authored-by: jirka <6035284+Borda@users.noreply.github.com> Co-authored-by: OpenAI Codex <codex@openai.com> Co-authored-by: claude[bot] <209825114+claude[bot]@users.noreply.github.com> |
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| .. | ||
| annotators | ||
| assets | ||
| classification | ||
| dataset | ||
| detection | ||
| draw | ||
| geometry | ||
| key_points | ||
| metrics | ||
| tracker | ||
| utils | ||
| __init__.py | ||
| conftest.py | ||
| helpers.py | ||
| test_validate_deprecations.py | ||