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compute_backbone_shapes

Syntologyentry name in harvested coderead from the graph 2026-09-24

compute_backbone_shapes appears in the code Syntology harvested for 12 papers, as 4 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 10 of the papers; 0 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named compute_backbone_shapes do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 2 of the 4 distinct code bodies named compute_backbone_shapes; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
1ran
2unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 14 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

12 papers shown of 12, newest first; 14 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 1 papers added by Syntology. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Lowering the Barrier to IREX Participation: Open-Source Algorithms, Toolkit, and Benchmarking for Iris Recognition added by Syntology 2026-05 (from id) CVRL/PBM/mrcnn/model.py ae91aee49740c295 ran · our draft was wrong BSD-2-Clause (permissive)
Car Damage Detection and Patch-to-Patch Self-supervised Image Alignment 11 Mar 2024 2000222/car-damage-detectionv0/mrcnn/model.py fe2cec088a3329de ran no licence file found · pointer only
Which Pixel to Annotate: a Label-Efficient Nuclei Segmentation Framework 20 Dec 2022 lhaof/nuseg/pseudo_label/mrcnn/model.py ae91aee49740c295 ran · our draft was wrong MIT (permissive)
ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM 2020-07 (from id) yubaoliu/rds-slam/MaskRCNN_ROS/include/MaskRCNN/mrcnn/model.py ae91aee49740c295 ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
TACO: Trash Annotations in Context for Litter Detection 16 Mar 2020 pedropro/TACO/detector/model.py e109baa006f999cb unverified MIT (permissive)
UnMask: Adversarial Detection and Defense Through Robust Feature Alignment 21 Feb 2020 safreita1/unmask/Mask_RCNN/mrcnn/model.py ae91aee49740c295 ran · our draft was wrong MIT (permissive)
PointRend: Image Segmentation as Rendering 17 Dec 2019 ayoolaolafenwa/PixelLib/pixellib/instance/mask_rcnn.py 18ea12b2eeecd592 unverified MIT (permissive)
DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images 23 Jan 2019 identical code first harvested elsewhere ae91aee49740c295 ran · our draft was wrong licence of this copy not recorded
Path Aggregation Network for Instance Segmentation 5 Mar 2018 identical code first harvested elsewhere ae91aee49740c295 ran · our draft was wrong licence of this copy not recorded
Mask R-CNN 20 Mar 2017 RituYadav92/Radar-RGB-Attentive-Multimodal-Object-Detection/Radar_RGB_Camera_Object_Detection/mrcnn/model.py ae91aee49740c295 ran · our draft was wrong MIT (permissive)
Mask R-CNN 20 Mar 2017 AKASH2907/bird-species-classification/mask_rcnn/mrcnn/model.py fe2cec088a3329de ran MIT (permissive)
Mask R-CNN 20 Mar 2017 waspinator/deep-learning-explorer/mask-rcnn/libraries/mrcnn/model.py e109baa006f999cb unverified Apache-2.0 (permissive)
Face Aging With Conditional Generative Adversarial Networks 7 Feb 2017 Vishal-V/GSoC-TensorFlow-2019/mask_rcnn/model.py ae91aee49740c295 ran · our draft was wrong Apache-2.0 (permissive)
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks 10 Dec 2016 Vishal-V/GSoC/mask_rcnn/model.py ae91aee49740c295 ran · our draft was wrong Apache-2.0 (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections