Fallen Alpha6 (parallel seat kit)

Two of our own lane-trained fallen-person detectors served from ONE merged ONNX session in a single flat kit; Alpha6 rebuilds the merged native graph of the same two reviewed branches:

  • left branch (T84, seed 44284), checkpoint b71e01fe839a5677944cba76d5d062ea413ac54e91f4c479bf1cafb2b528bbe2
  • right branch (T83, seed 44283), checkpoint 193422bb6c2e217ff0d9fa7e5f9cbdd6444d474cbbe1d1a3c89dfc609e38af78

Static input images [1,3,704,704], two dense outputs left_dense/right_dense, each [1,5,10164] (cx, cy, w, h, confidence; one class fallen person).

Exact kit bytes this repository must serve (miner.py embeds and refuses on any mismatch):

  • weights.onnx 19,584,747 B β€” sha256 416ac786a8ea5df26cffbe9cd76eaca4dec9141478fe31ca0faf6814e8333359
  • miner.py 43,987 B β€” sha256 aac228950db298a97e6196a31c06908858b790f425adfc66fadb84f98669f6c2 (the current serving consumer carrying the reviewed same-repo HF-cache snapshot symlink loader fix; identical to the live F2 consumer 2aa17b2b9d34fe299561baa353c13d9ae6fa3659f61a097f0c17e00bbae0ed91 except the embedded kit manifest, per the root carry-forward receipt 2026-10-30)
  • config.json 311 B β€” sha256 39c00114913cdb42960092aa0ee1738a27e0dabf62909808e6d8a33139fba13b

The older merge-template consumer a2be3e694c4a78b737d0c380ff87c1c74a125e6ed9ca395d951812657698124f is NOT used (it lost the loader fix and carries an unadopted self._base field).

Serving contract

Unchanged from the reviewed route: letterbox to 704, element confidence 0.1, unletterbox, integer coordinates, class-aware greedy NMS at IoU 0.4, max 300 detections, no lying-aspect filter; the two branch box lists combined by fixed agreement (IoU >= 0.5 maximum-cardinality matching, native64 left coordinates, minimum branch confidence). CPU-only onnxruntime session (pinned by chute_config.yml, including onnxruntime==1.26.0); no second model, no TTA, no post-processing outside this miner.py.

Evidence (all LOCAL, UNCALIBRATED unless marked official)

  • Training-reference agreement: 997/997.
  • Recent held-out: 24/24.
  • Older window 9394500: this kit has 2 extra boxes relative to the reference reading of that older window (disclosed, not hidden).
  • These are local uncalibrated proxy reads against qualified references. They are NOT official validator scores. No earnings, emissions or ranking advantage is claimed or implied; acceptance receipts live in gate-zero custody, not in this repo.

Deployment posture

This kit serves a NEW parallel seat under a NEW hotkey in element manak0/Detect-non-violent-fallen-and-crouching-person-detection. The existing F2 seat (repo tatjr13/fallen-coco704-merged-t84t83-20261029, UID 213) is preserved untouched until an explicit owner decision.

Licence / attribution

AGPL-3.0-only with Ultralytics notices retained (LICENSE, NOTICE.md, byte-carried from our live F2 publication). Both branch graphs are our own lane-trained exports from our own public-COCO-derived training; no competing miner's weights or code are included. Training images, labels and custody material are not distributed.

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