YOLOv7_tiny_face
aries-rb/ holds the MXQ reproduced from the published arxiv folder (https://github.com/mobilint/mblt-model-arxiv/tree/main/models/face_detection/YOLOv7_tiny_face). It was compiled by qbcompiler 1.4.0 in the image mobilint/qbcompiler:1.4-cuda12.8.1-ubuntu22.04 (sha256:7910f1661605b82eb9616f6ac99fd6461dbb865dcadaa810cce22c638ceffd44) with --inference-scheme all, so it supports the core mode(s) single, multi, global4, global8 only.
It was evaluated with qbruntime 1.5.0 in async inference mode on widerface (3226 samples): hard_ap 0.81177, easy_ap 0.94425, medium_ap 0.92459. Only the evaluated core mode was measured.
SHA-256: ec4446c6e1caa60f240f0259ba7939b0167008defb83778d3d36c83548e5665a (8597772 bytes). Verify a download with sha256sum <file>.mxq and compare the digest with this value and with aries-rb/metadata.json.
aries-rb/best_result.json contains legacy build values and is retained for mblt-vision-python compile defaults. The legacy aries/ directory was removed; mblt-model-zoo <= 2.12 must pin an older revision.
{
"schema_version": 2,
"model": "YOLOv7_tiny_face",
"variant": "c0923-nobc",
"qbcompiler": "1.4.0",
"qbruntime": "1.5.0",
"compile": {
"image_tag": "1.4-cuda12.8.1-ubuntu22.04",
"image_digest": "sha256:7910f1661605b82eb9616f6ac99fd6461dbb865dcadaa810cce22c638ceffd44",
"inference_scheme": "all",
"device": "gpu"
},
"evaluation": {
"dataset": "widerface",
"sample_count": 3226,
"primary": {
"hard_ap": 0.81177
},
"secondary": {
"easy_ap": 0.94425,
"medium_ap": 0.92459
},
"protocol": null,
"eval_data_identity": {
"annotation_sha256": "4dedbd4eb5d00dafe5fdae9040014dc5ed04eeb493ed7661d6804bc87d9089d0",
"sample_list_sha256": "2e8cd912637ea1af513fd8203d0f195eb500593fb4eb4918e116da0562266519"
},
"identity_audit": "verified",
"inference_mode": "async",
"image_tag": "1.4-cpu-ubuntu22.04",
"image_digest": "sha256:62b5bc714571dffd94fb561275767ca80d15337a433630a3ae7936305d531a7b"
},
"retention_percent": {
"hard_ap": 98.96737540232128
},
"content_sha256": "9f7a1d048e572c927cbeb719e0eb2cf72e9541f4f9ff94ed6693d7506ebd1da3",
"attempt_id": "YOLOv7_tiny_face-jinman-coreall-bb289ab974a6",
"superseded_attempt_ids": [],
"sha256": "ec4446c6e1caa60f240f0259ba7939b0167008defb83778d3d36c83548e5665a",
"format": "MXQv7",
"supported_modes": [
"single",
"multi",
"global4",
"global8"
],
"size": 8597772,
"ops_commits": {
"selection": "d642f96eda9bcd0a04ac02d8b73b28aecfc0311f"
},
"arxiv_folder": "https://github.com/mobilint/mblt-model-arxiv/tree/main/models/face_detection/YOLOv7_tiny_face",
"publication": {
"status": "public",
"reason": "approved"
}
}