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img_transform

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

img_transform appears in the code Syntology harvested for 10 papers, as 6 distinct code bodies found in 10 places (a place is one code body under one paper). At least one of them ran in 1 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 img_transform 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 1 of the 6 distinct code bodies named img_transform; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
1ran
5unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 1 of the 10 places is 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

10 papers shown of 10, newest first; 10 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; 3 papers have no page here and are shown by arXiv id only. 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
A Multimodal Approach Combining Structural and Cross-domain Textual Guidance for Weakly Supervised OCT Segmentation 19 Nov 2024 yangjiaqidig/WSSS-AGM/anomaly_guided/dataset.py ddf12fd4850c33a7 unverified no licence file found · pointer only
PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck 8 Mar 2024 anguyen8/peeb/src/utils.py 924c3ad69ec6a8fa ran MIT (permissive)
CRN: Camera Radar Net for Accurate, Robust, Efficient 3D Perception 3 Apr 2023 youngskkim/CRN/datasets/nusc_det_dataset.py 65c86763816c5f05 unverified MIT (permissive)
AeDet: Azimuth-invariant Multi-view 3D Object Detection 22 Nov 2022 fcjian/AeDet/dataset/nusc_mv_det_dataset.py 42061d7d8a0c3f80 unverified MIT (permissive)
aiMotive Dataset: A Multimodal Dataset for Robust Autonomous Driving with Long-Range Perception 17 Nov 2022 aimotive/mm_training/dataset/nusc_mv_det_dataset.py 42061d7d8a0c3f80 unverified MIT (permissive)
BEVStereo: Enhancing Depth Estimation in Multi-view 3D Object Detection with Dynamic Temporal Stereo 21 Sep 2022 ZRandomize/MatrixVT/bevdepth/datasets/nusc_det_dataset.py 42061d7d8a0c3f80 unverified MIT (permissive)
2017 Robotic Instrument Segmentation Challenge 18 Feb 2019 ternaus/robot-surgery-segmentation/generate_masks.py e02da79f1c7c3aaa unverified MIT (permissive)
arXiv:aaai_28449 cskkxjk/Vampire/src/datasets/nusc_det_seg_dataset.py 42061d7d8a0c3f80 unverified MIT (permissive)
arXiv:aaai_26911 anhphuongdo34/eaai23-server-dup/helpers/face_detection.py 156c5664454ee5e0 unverified MIT (permissive)
arXiv:aaai_25233 Megvii-BaseDetection/BEVDepth/bevdepth/datasets/nusc_det_dataset.py 42061d7d8a0c3f80 unverified MIT (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