mobilint/YOLOv8n-pose

YOLOv8n_pose

Source: https://github.com/ultralytics/ultralytics

aries-rb/ holds the MXQ reproduced from the published arxiv folder (https://github.com/mobilint/mblt-model-arxiv/tree/main/models/pose_estimation/YOLOv8n_pose). It was compiled by qbcompiler 1.3.0 in the image mobilint/qbcompiler:1.3-cuda12.8.1-ubuntu22.04 (sha256:6ad69aaa9581487ac6a1864b88d4c2179c7a4a486a3ab1ac376dbdfe763415e7) 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 coco (5000 samples): map50_95 0.48947, map50 0.78544. Only the evaluated core mode was measured.

SHA-256: 7723a86cbb3299daa809744efc0c574685fda0c1a556e295cbc63aafc780c82f (6343605 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": "YOLOv8n_pose",
  "variant": "gptq",
  "qbcompiler": "1.3.0",
  "qbruntime": "1.5.0",
  "compile": {
    "image_tag": "1.3-cuda12.8.1-ubuntu22.04",
    "image_digest": "sha256:6ad69aaa9581487ac6a1864b88d4c2179c7a4a486a3ab1ac376dbdfe763415e7",
    "inference_scheme": "all",
    "device": "gpu"
  },
  "evaluation": {
    "dataset": "coco",
    "sample_count": 5000,
    "primary": {
      "map50_95": 0.48947
    },
    "secondary": {
      "map50": 0.78544
    },
    "protocol": null,
    "eval_data_identity": {
      "annotation_sha256": "a4065c12d87cc148fde3b14918d6c2c7290d8be852d3f9379934cf56297e739b",
      "sample_list_sha256": "6c41bd9b7ff87cbc3e420952fae89c0f242167ae3929f226a1a0ddafd0eaad5c"
    },
    "identity_audit": "verified",
    "inference_mode": "async",
    "image_tag": "1.3-cpu-ubuntu22.04",
    "image_digest": "sha256:7c25b894fc0807acdf27f15c61b910b96dc66d3f5d97e04b595b2d7a8008e77c"
  },
  "retention_percent": {
    "map50_95": 98.11967525308208
  },
  "content_sha256": "500e55978c9cc883f18b5bdf10722ebe4cdb3801fbf53c4361277c66aef48799",
  "attempt_id": "YOLOv8n_pose-jinman-coreall-ba20965a2c1d",
  "superseded_attempt_ids": [],
  "sha256": "7723a86cbb3299daa809744efc0c574685fda0c1a556e295cbc63aafc780c82f",
  "format": "MXQv7",
  "supported_modes": [
    "single",
    "multi",
    "global4",
    "global8"
  ],
  "size": 6343605,
  "ops_commits": {
    "selection": "612d50e589be0c5c972a8aa10ca08efce10eacd2"
  },
  "arxiv_folder": "https://github.com/mobilint/mblt-model-arxiv/tree/main/models/pose_estimation/YOLOv8n_pose",
  "publication": {
    "status": "public",
    "reason": "approved"
  }
}