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rgb2gray

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

rgb2gray appears in the code Syntology harvested for 27 papers, as 20 distinct code bodies found in 27 places (a place is one code body under one paper). At least one of them ran in 11 of the papers; 7 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 rgb2gray 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 7 of the 20 distinct code bodies named rgb2gray; 13 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
3ran · violated contract
0ran · our draft was wrong
3ran · fixture could not drive it
1ran
13unverified
7fingerprinted

Licence is a property of each copy, so it is counted per place: 7 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

27 papers shown of 27, 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, 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
Task-Aware Resolution Optimization for Visual Large Language Models added by Syntology 2025-10 (from id) Lou1sM/meaningful_image_complexity/baselines.py 812cf16f2e85932c unverified no licence file found · pointer only
StableV2V: Stablizing Shape Consistency in Video-to-Video Editing 17 Nov 2024 alonzoleeeooo/stablev2v/utils/loss_utils.py 88d4937b379b6bec unverified MIT (permissive)
Conditional Controllable Image Fusion 3 Nov 2024 jehovahxu/CCF/guided_diffusion/gaussian_diffusion_LLVIP_optim.py 3b3a142076175cae ran · violated contract fingerprinted no licence file found · pointer only
Scale-Invariant Monocular Depth Estimation via SSI Depth 13 Jun 2024 compphoto/SIDepth/models/bmd/utils.py eb7801586aa2560a ran · violated contract fingerprinted no licence file found · pointer only
Color Shift Estimation-and-Correction for Image Enhancement 28 May 2024 yiyulics/csec/src/model/csecnet.py f09e9234ace7c506 ran · fixture could not drive it fingerprinted MIT (permissive)
Understanding the robustness difference between stochastic gradient descent and adaptive gradient methods 13 Aug 2023 averyma/opt-robust/src/utils_freq.py b05531e1744cf65d ran fingerprinted no licence file found · pointer only
Resetting the Optimizer in Deep RL: An Empirical Study 30 Jun 2023 devsisters/DQN-tensorflow/dqn/utils.py 6f76cce2b6054e5f unverified MIT (permissive)
Few-Shot Domain Adaptation for Low Light RAW Image Enhancement 27 Mar 2023 Vishal-V/FSDA-LowLight/train_sony_canon.py 587fd1d7356edfe3 unverified MIT (permissive)
Perceptual Attacks of No-Reference Image Quality Models with Human-in-the-Loop 3 Oct 2022 zwx8981/PerceptualAttack_BIQA/perceptual_attack_clean.py 389d583de1d77385 ran · fixture could not drive it fingerprinted GPL-3.0 (copyleft) · pointer only
An Empirical Study of End-to-End Temporal Action Detection 6 Apr 2022 xlliu7/E2E-TAD/datasets/e2e_lib/image_utils.py b62a2ee10ebd56fe unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
Deep vanishing point detection: Geometric priors make dataset variations vanish 16 Mar 2022 yanconglin/vanishingpoint_houghtransform_gaussiansphere/dataset/nyu_process.py eb7801586aa2560a ran · violated contract fingerprinted MIT (permissive)
InsetGAN for Full-Body Image Generation 14 Mar 2022 afruehstueck/insetGAN/run_insetgan.py fefc5af0ccab2041 unverified MIT (permissive)
StARformer: Transformer with State-Action-Reward Representations for Visual Reinforcement Learning 12 Oct 2021 elicassion/StARformer/atari_and_dmc/run_star_dmc.py 9dacc5f0ddc36c98 unverified MIT (permissive)
TöRF: Time-of-Flight Radiance Fields for Dynamic Scene View Synthesis 30 Sep 2021 breuckelen/torf/torf.py eb7801586aa2560a ran · violated contract fingerprinted MIT (permissive)
Targeted Attack on Deep RL-based Autonomous Driving with Learned Visual Patterns 16 Sep 2021 ASU-APG/Targeted-Physical-Adversarial-Attacks-on-AD/data_collection/carracing.py 14b55062c4bf7192 unverified MIT (permissive)
Cuboids Revisited: Learning Robust 3D Shape Fitting to Single RGB Images 5 May 2021 fkluger/cuboids_revisited/datasets/smh.py eb7801586aa2560a ran · violated contract fingerprinted BSD-3-Clause (permissive)
Image Manipulation Detection by Multi-View Multi-Scale Supervision 14 Apr 2021 dddb11/MVSS-Net/models/mvssnet.py b35342be7644a30d ran · fixture could not drive it fingerprinted no licence file found · pointer only
Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision 16 Dec 2019 autonomousvision/differentiable_volumetric_rendering/im2mesh/common.py 5cf2578f9a9a3c01 unverified MIT (permissive)
Contrastive Learning of Structured World Models 27 Nov 2019 tkipf/c-swm/envs/physics_sim.py ca791728b69bd889 unverified MIT (permissive)
Unsupervised Sketch-to-Photo Synthesis 18 Sep 2019 samaonline/3D-Shape-Reconstruction-from-Free-Hand-Sketches/depthestimate/BatchFetcher.py eb7801586aa2560a ran · violated contract fingerprinted BSD-3-Clause (permissive)
Once-for-All: Train One Network and Specialize it for Efficient Deployment 26 Aug 2019 twice154/ofa-for-super-resolution/ofa/elastic_nn/networks/ofa_mbs4.py e45c8e7895f4cb79 ran · violated contract fingerprinted Apache-2.0 (permissive)
Physics-as-Inverse-Graphics: Unsupervised Physical Parameter Estimation from Video 27 May 2019 seuqaj114/paig/nn/utils/misc.py ca791728b69bd889 unverified MIT (permissive)
STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing 22 Apr 2019 csmliu/STGAN/imlib/transform.py fe032a1a678b491f unverified MIT (permissive)
DARTS: Deceiving Autonomous Cars with Toxic Signs 18 Feb 2018 inspire-group/advml-traffic-sign/lib/utils.py ed8e524e657c33b4 unverified MIT (permissive)
A Point Set Generation Network for 3D Object Reconstruction from a Single Image 2 Dec 2016 justanhduc/graphx-conv/src/data_loader.py ca791728b69bd889 unverified MIT (permissive)
Invertible Conditional GANs for image editing 19 Nov 2016 nguyenquangduc2000/AttGAN/imlib/transform.py fe032a1a678b491f unverified MIT (permissive)
Asynchronous Methods for Deep Reinforcement Learning 4 Feb 2016 gungui98/deeprl-a3c-ai2thor/gym_ai2thor/image_processing.py 8913d2fd69ed4aac 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