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convert_to_xywh

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

convert_to_xywh appears in the code Syntology harvested for 26 papers, as 3 distinct code bodies found in 27 places (a place is one code body under one paper). At least one of them ran in 26 of the papers; 3 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 convert_to_xywh 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 3 of the 3 distinct code bodies named convert_to_xywh; 0 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
1ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
1ran
0unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 8 of the 27 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

26 papers shown of 26, newest first; 27 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; 4 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
DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection 21 Jun 2024 jason-lim26/DiPEx/Open-GroundingDino/datasets/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted Apache-2.0 (permissive)
LW-DETR: A Transformer Replacement to YOLO for Real-Time Detection 5 Jun 2024 atten4vis/lw-detr/datasets/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted Apache-2.0 (permissive)
LW-DETR: A Transformer Replacement to YOLO for Real-Time Detection 5 Jun 2024 atten4vis/lw-detr/deploy/benchmark.py 0cf40c7d0cb18b12 ran fingerprinted Apache-2.0 (permissive)
OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision 28 May 2024 xiaomoguhz/ov-dquo/datasets/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted Apache-2.0 (permissive)
EGTR: Extracting Graph from Transformer for Scene Graph Generation 2 Apr 2024 naver-ai/egtr/lib/evaluation/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted Apache-2.0 (permissive)
ClusterTabNet: Supervised clustering method for table detection and table structure recognition 12 Feb 2024 sap-samples/clustertabnet/train/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks 25 Jan 2024 idea-research/groundingdino/groundingdino/datasets/cocogrounding_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted Apache-2.0 (permissive)
MS-DETR: Efficient DETR Training with Mixed Supervision 8 Jan 2024 atten4vis/ms-detr/datasets/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Neural Interactive Keypoint Detection 20 Aug 2023 idea-research/click-pose/datasets/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted no licence file found · pointer only
Described Object Detection: Liberating Object Detection with Flexible Expressions 24 Jul 2023 shikras/d-cube/scripts/eval_and_analysis_json.py d953ab774e3aaae0 ran · violated contract fingerprinted licence not identified · pointer only
Contextual Object Detection with Multimodal Large Language Models 29 May 2023 yuhangzang/contextdet/evaluation/Eval/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted licence not identified · pointer only
Teach-DETR: Better Training DETR with Teachers 22 Nov 2022 leonhlj/teach-detr/H-Deformable-DETR/datasets/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted MIT (permissive)
DETRs with Hybrid Matching 26 Jul 2022 HDETR/H-Deformable-DETR/datasets/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted MIT (permissive)
DeVIS: Making Deformable Transformers Work for Video Instance Segmentation 22 Jul 2022 acaelles97/devis/src/datasets/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted Apache-2.0 recorded; this copy not marked cleared · pointer only
ClearPose: Large-scale Transparent Object Dataset and Benchmark 8 Mar 2022 opipari/ClearPose/clearpose/xu_6dof/networks/references/detection/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted MIT (permissive)
UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling 23 Nov 2021 microsoft/UniTAB/datasets/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted MIT (permissive)
Pix2seq: A Language Modeling Framework for Object Detection 22 Sep 2021 gaopengcuhk/Unofficial-Pix2Seq/datasets/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted Apache-2.0 recorded; this copy not marked cleared · pointer only
Conditional DETR for Fast Training Convergence 13 Aug 2021 atten4vis/conditionaldetr/datasets/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted Apache-2.0 (permissive)
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection 1 Jun 2021 hustvl/YOLOS/datasets/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted MIT (permissive)
End-to-End Trainable Multi-Instance Pose Estimation with Transformers 22 Mar 2021 amathislab/poet/datasets/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Meta-DETR: Image-Level Few-Shot Object Detection with Inter-Class Correlation Exploitation 22 Mar 2021 ZhangGongjie/Meta-DETR/datasets/eval_detection.py f31a58bf6457ced5 ran · honoured contract fingerprinted MIT (permissive)
Deformable DETR: Deformable Transformers for End-to-End Object Detection 8 Oct 2020 Cedric-Perauer/Deformable_Detr_PIL/datasets/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted Apache-2.0 recorded; this copy not marked cleared · pointer only
SSD: Single Shot MultiBox Detector 8 Dec 2015 Guillem96/ssd-pytorch/ssd/coco/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted MIT (permissive)
arXiv:ijcai2024_0084 116508/CF-Deformable-DETR/datasets/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted Apache-2.0 (permissive)
arXiv:Zohar_PROB_Probabilistic_Objectness_for_Open_World_Object_Detection_CVPR_2023_paper orrzohar/PROB/datasets/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted Apache-2.0 (permissive)
arXiv:He_Bidirectional_Alignment_for_Domain_Adaptive_Detection_with_Transformers_ICCV_2023_paper helq2612/biADT/datasets/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted Apache-2.0 recorded; this copy not marked cleared · pointer only
arXiv:Chen_Recurrent_Glimpse-Based_Decoder_for_Detection_With_Transformer_CVPR_2022_paper zhechen/Deformable-DETR-REGO/datasets/coco_eval.py f31a58bf6457ced5 ran · honoured contract fingerprinted Apache-2.0 recorded; this copy not marked cleared · pointer only

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".

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