From 8aa299daf86f4418af85cfb67593df80a3ab2503 Mon Sep 17 00:00:00 2001 From: firestar5683 <168790843+firestar5683@users.noreply.github.com> Date: Thu, 5 Nov 2026 14:27:57 -0600 Subject: [PATCH] Improve shared traffic-sign features while preserving speed reads --- .../speed_limits/vision/assets/PROVENANCE.md | 42 ++++++++++++++++++ .../assets/traffic_signs_us_detector.onnx | Bin 9725014 -> 9725066 bytes .../speed_limits/vision/observation.py | 2 +- .../speed_limits/vision/traffic_signs.py | 2 +- 4 files changed, 44 insertions(+), 2 deletions(-) diff --git a/openpilot/starpilot/speed_limits/vision/assets/PROVENANCE.md b/openpilot/starpilot/speed_limits/vision/assets/PROVENANCE.md index cd3a5c2b03..162fae2850 100644 --- a/openpilot/starpilot/speed_limits/vision/assets/PROVENANCE.md +++ b/openpilot/starpilot/speed_limits/vision/assets/PROVENANCE.md @@ -1,3 +1,45 @@ +## Current shared-feature refinement (November 5, 2026) + +The current joint detector is 9,725,066 bytes, SHA-256 +`989aea753d776f4733a61f02a0ef50af96beb3cc8f456678768fa2fa497353d8`. +It retains the same 483 graph nodes, operators, tensor shapes and output ABI as +its predecessor `ac735518a3d32108dee9a112ec2f740c2ed573daac22798525ecbbbbc0ed6606`. +Only existing convolution parameters were refined; no model or inference pass +was added. STOP-only mode still skips the separate numeric reader entirely. +The numeric reader and standalone speed detector listed below are unchanged. + +Training refined 15,585 existing parameters in early shared features and the +STOP branch, with remaining weights and batch-normalization statistics fixed. +The selected checkpoint is update 200, SHA-256 +`e481118b0899c70e9f6dca761202459a0da0d15ac89189983cb047c88dbb8957`. +The 416 training views include reviewed STOP scenes and existing training-only +speed/advisory priors. Source-drive splits, originals and immutable annotation +overlays are retained; validation images received no gradient updates. + +Paired evaluation on 1,375 held-out images (388 STOP annotations) improved +IoU-0.5 detections at score 0.7 from 141 to 152, with four false proposals in +both models. At score 0.6, detections improved from 169 to 172 with seven false +proposals in both. No previously detected annotation was lost and no new +negative-image detection was introduced at either threshold. One visibly +present front STOP missing from the original validation annotations is included +through the same immutable semantic correction for both models; original +labels and raw evaluation receipts are preserved. Public pretraining ancestry +and repeated model selection limit generalization claims. + +The 1,486-frame speed replay retained all 396 correct regulatory reads and the +same two wrong-value reads among 472 regulatory frames, with no new reviewed +negative reads. Numeric forwards were 6,137 versus 6,148. All 108 protected +strong STOP objects and existing recorded confirmation phases were retained; +known warning tracks gained no confirmations. Nine OpenCV/export parity cases +and 153 native source, producer, display and control tests passed. Confirmation, +expiry, clock, authority, model-agreement and Force Stop/HKG policies are unchanged. +These are offline results, not new device timing or closed-loop road proof. +Startup model unavailability, missed difficult scenes and loaded-device cadence +remain limitations. The sections below describe the predecessor training history; +their frozen-shared-weight statements and earlier counts are historical. + +## Retained predecessor history + The joint traffic-sign detector contains the original StarPilot US speed graph plus a separate STOP head. The vision producer uses one joint detector forward. Original speed graph weights, speed decoding, numeric digit logits and resource scheduling are preserved. The classifier adds a learned rejection-only residual. diff --git a/openpilot/starpilot/speed_limits/vision/assets/traffic_signs_us_detector.onnx b/openpilot/starpilot/speed_limits/vision/assets/traffic_signs_us_detector.onnx index 19d489d115f8f9014158a1ae8b954f3d80fa820b..1f6140b8cfe190897691d1bde29067dbbd9641ce 100644 GIT binary patch delta 64400 zcmWKXiC;}m7{*JBHl;;qC+$fKmF~QAZrOK|E!k4`J?k&r(!NTIN-IiQs0h`anR62< zqC!+cb|Oke_FwWyH^$UnpEq0 zq@A9W7+IbbN&c+=D0z4Isif8Su4KzgxvB*n`NAq6f8iIOU&1uG0O3pBW5PRavaT9d zp+d97Na5ieZCBH16X-Wr;pHo}B#puToWkc-+@yt}d}f-qFkDelcW++XecI!LC*9Jnnk9WjnC(50Jr6CBe4HRk5n4$FaLZ%zB$qb}T+6$SxK67r zRV@n5!V!I2IOp)&l6`Mgg!M%VT=1&plJHGpVc6;{E~nzLQCdr(F2yRBp4E+9^4nK6vDQ?=mBP{8ktcY)L zX53%f0qphJo;}g}N!E#1ic4%mxy*&d{QgX}s=7~7lAqh|Vw-_9mU+8_JO5?`ccSkK z%O9D;9dIb%r!?tRHNUlz=taDw>N?N((7%rSn8{gO(Be(}rri^uEX{-8zwx(3)<{Q^ zzG{Hmmr=k!v33+r&$JTeEfW0|3e7WxdlHmc#>~?PMk6x(fL#o3W&7hC`LcnGDHm*%3mSr+bB=8oPz3d#|7^*M{)H 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zqioAD3$|0K6xFN~nNreFL3!ZUzEt;d`p!kELt&zG0yp`i6*sW0lq*gQ;bQ;0$!YJi z9bfce6}z$cC_Pd3j??t2;(qwuqTt|8|DZT{<)`TF<;`mSH+ziiXy^})+lhHP51e%-RwJ{wnT3R|;j^|EzqR;}K=%y-?g fP}}q(zf=$P<*I`>ZT8t1yk_nC&FN|@Qoa5U2Y=1r diff --git a/openpilot/starpilot/speed_limits/vision/observation.py b/openpilot/starpilot/speed_limits/vision/observation.py index 059e1d8ea2..04cfdf1f45 100644 --- a/openpilot/starpilot/speed_limits/vision/observation.py +++ b/openpilot/starpilot/speed_limits/vision/observation.py @@ -13,7 +13,7 @@ MAX_FRAME_AGE_NS = 250_000_000 # Bound sign-processing latency independently of raw camera admission. MAX_RESULT_AGE_NS = 2_000_000_000 MAX_PAIR_SKEW_NS = 5_000_000 -MODEL_ID = "ac735518a3d32108dee9a112ec2f740c2ed573daac22798525ecbbbbc0ed6606:5d861067ab8f50986488f983cbc24f78527775d37af0b9740c5545d5f3173902" +MODEL_ID = "989aea753d776f4733a61f02a0ef50af96beb3cc8f456678768fa2fa497353d8:5d861067ab8f50986488f983cbc24f78527775d37af0b9740c5545d5f3173902" def clock_pair_ns() -> tuple[int, int] | None: diff --git a/openpilot/starpilot/speed_limits/vision/traffic_signs.py b/openpilot/starpilot/speed_limits/vision/traffic_signs.py index a0fcf40b1f..654c529842 100644 --- a/openpilot/starpilot/speed_limits/vision/traffic_signs.py +++ b/openpilot/starpilot/speed_limits/vision/traffic_signs.py @@ -14,7 +14,7 @@ class SignDetections: class TrafficSignModelCore(model.VisionModelCore): - DETECTOR_SHA256 = 'ac735518a3d32108dee9a112ec2f740c2ed573daac22798525ecbbbbc0ed6606' + DETECTOR_SHA256 = '989aea753d776f4733a61f02a0ef50af96beb3cc8f456678768fa2fa497353d8' MODEL_ID = DETECTOR_SHA256 + ':' + model.VisionModelCore.CLASSIFIER_SHA256 STOP_THRESHOLD = .6