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read_img

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

read_img appears in the code Syntology harvested for 41 papers, as 19 distinct code bodies found in 41 places (a place is one code body under one paper). At least one of them ran in 26 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 read_img 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 19 distinct code bodies named read_img; 12 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
7ran
12unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 8 of the 41 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

41 papers shown of 41, newest first; 41 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; 6 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
EAMamba: Efficient All-Around Vision State Space Model for Image Restoration 27 Jun 2025 daidaijr/EAMamba/profiling/erf_viz.py 1940f3433be25805 unverified no licence file found · pointer only
Pretrained Image-Text Models are Secretly Video Captioners 19 Feb 2025 chunhuizng/mllm-video-captioner/app/calculate_coco_features.py 13a43a7d815937e6 ran BSD-3-Clause recorded; this copy not marked cleared · pointer only
Generalizable Human Gaussians for Sparse View Synthesis 17 Jul 2024 humansensinglab/Generalizable-Human-Gaussians/lib/ghg/human_loader.py d73cfad5ab886ac4 ran no licence file found · pointer only
MOD-UV: Learning Mobile Object Detectors from Unlabeled Videos 23 May 2024 YihongSun/MOD-UV/moduv/utils.py 0d5bc119fb18b186 ran MIT (permissive)
Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards 22 May 2024 XiaoyuYoung/ConceptDriftMLLMs/app/calculate_coco_features.py 13a43a7d815937e6 ran BSD-3-Clause (permissive)
MVSGaussian: Fast Generalizable Gaussian Splatting Reconstruction from Multi-View Stereo 20 May 2024 TQTQliu/MVSGaussian/fusion.py a1db096963f65ed2 ran MIT (permissive)
MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding 8 Apr 2024 boheumd/MA-LMM/app/calculate_coco_features.py 13a43a7d815937e6 ran MIT (permissive)
From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models 1 Apr 2024 shtuplus/pix2grp_cvpr2024/app/calculate_coco_features.py 13a43a7d815937e6 ran BSD-3-Clause (permissive)
Omni-Recon: Harnessing Image-based Rendering for General-Purpose Neural Radiance Fields 17 Mar 2024 GATECH-EIC/Omni-Recon/evaluation/tsdf_fusion.py a1db096963f65ed2 ran MIT (permissive)
UFORecon: Generalizable Sparse-View Surface Reconstruction from Arbitrary and UnFavOrable Sets 8 Mar 2024 Youngju-Na/UFORecon/tsdf_fusion.py a1db096963f65ed2 ran MIT (permissive)
Depth Information Assisted Collaborative Mutual Promotion Network for Single Image Dehazing 2 Mar 2024 zhoushen1/dcmpnet/utils/common.py 22d056c672f87531 unverified MIT (permissive)
Shot2Story20K: A New Benchmark for Comprehensive Understanding of Multi-shot Videos 16 Dec 2023 bytedance/Shot2Story/code/app/calculate_coco_features.py 13a43a7d815937e6 ran no licence file found · pointer only
LMDrive: Closed-Loop End-to-End Driving with Large Language Models 12 Dec 2023 opendilab/lmdrive/LAVIS/app/calculate_coco_features.py 13a43a7d815937e6 ran Apache-2.0 (permissive)
Localized Symbolic Knowledge Distillation for Visual Commonsense Models 8 Dec 2023 jamespark3922/lskd/app/calculate_coco_features.py 13a43a7d815937e6 ran BSD-3-Clause (permissive)
Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation 4 Dec 2023 Magicboomliu/Accelerator-Simple-Template/dataloader/file_io.py a5edaeb9db495d4c unverified MIT (permissive)
AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors 26 Oct 2023 nctu-eva-lab/antifakeprompt/app/calculate_coco_features.py 13a43a7d815937e6 ran BSD-3-Clause (permissive)
Random Sub-Samples Generation for Self-Supervised Real Image Denoising 31 Jul 2023 p1y2z3/sdap/utils/loader.py 6d55b07ac4659765 ran MIT (permissive)
Bootstrapping Vision-Language Learning with Decoupled Language Pre-training 13 Jul 2023 yiren-jian/BLIText/app/calculate_coco_features.py 13a43a7d815937e6 ran BSD-3-Clause (permissive)
Self-Chained Image-Language Model for Video Localization and Question Answering 11 May 2023 yui010206/sevila/app/calculate_coco_features.py 13a43a7d815937e6 ran BSD-3-Clause recorded; this copy not marked cleared · pointer only
VPGTrans: Transfer Visual Prompt Generator across LLMs 2 May 2023 VPGTrans/VPGTrans/app/calculate_coco_features.py 13a43a7d815937e6 ran BSD-3-Clause (permissive)
LKD-Net: Large Kernel Convolution Network for Single Image Dehazing 5 Sep 2022 swu-cs-medialab/lkd-net/utils/common.py 22d056c672f87531 unverified MIT (permissive)
NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results 11 May 2022 ofsoundof/imdn/utils/utils_image.py 2d5193a49edc8787 unverified MIT (permissive)
Vision Transformers for Single Image Dehazing 8 Apr 2022 IDKiro/DehazeFormer/utils/common.py 22d056c672f87531 unverified MIT (permissive)
Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation 5 Jan 2022 prstrive/unimvsnet/filter/dypcd.py a1db096963f65ed2 ran MIT (permissive)
FEAR: Fast, Efficient, Accurate and Robust Visual Tracker 15 Dec 2021 pinatafarms/feartracker/model_training/dataset/utils.py b513ca7bc794cb14 unverified MIT (permissive)
Self-attention Does Not Need $O(n^2)$ Memory 10 Dec 2021 jihaonew/mm-instruct/llava/eval/model_vqa_loader.py 44fab12a908ab057 unverified Apache-2.0 (permissive)
AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network 9 Aug 2021 qt-zhu/aa-rmvsnet/fusion.py a1db096963f65ed2 ran MIT (permissive)
PPR10K: A Large-Scale Portrait Photo Retouching Dataset with Human-Region Mask and Group-Level Consistency 19 May 2021 csjliang/PPR10K/code_3DLUT/datasets_GLC.py 1eb64e103338a8c4 unverified Apache-2.0 (permissive)
MVS2D: Efficient Multi-view Stereo via Attention-Driven 2D Convolutions 27 Apr 2021 zhenpeiyang/MVS2D/patchmatch_fusion.py b300805ea5cbcf18 unverified MIT (permissive)
Anomaly localization by modeling perceptual features 12 Aug 2020 xiahaifeng1995/FAVAE-anomaly-detection-localization-master/datasets/preprocessing.py 44fd832b6d2537c9 unverified Apache-2.0 (permissive)
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking 21 Jul 2020 yhw-yhw/D2HC-RMVSNet/fusion.py a1db096963f65ed2 ran MIT (permissive)
A Self-supervised Approach for Adversarial Robustness 8 Jun 2020 mshane911/NRP/utils.py 349ac8f433eb384a unverified MIT (permissive)
Supervised Contrastive Learning 23 Apr 2020 alexk1704/scclv2/src/cl_replay/api/utils/convert_ds.py 1fd4a495ba449048 unverified MIT (permissive)
YOLOv4: Optimal Speed and Accuracy of Object Detection 23 Apr 2020 samson6460/tf2_YOLO/utils/tools.py b31c8ccb6cfbb9fe ran · metamorphic tier: well formed no licence file found · pointer only
Rethinking Atrous Convolution for Semantic Image Segmentation 17 Jun 2017 samson6460/tf2_Segmentation/utils/data_processing.py b5666228355ff947 ran · metamorphic tier: well formed no licence file found · pointer only
arXiv:aaai_25291 CGLab-GIST/RIDFnF/codes/utils_image.py 2d5193a49edc8787 unverified BSD-3-Clause (permissive)
arXiv:Yang_TINC_Tree-Structured_Implicit_Neural_Compression_CVPR_2023_paper RichealYoung/TINC/utils/tool.py 703d32f89cb1bf08 unverified MIT (permissive)
arXiv:Ren_VolRecon_Volume_Rendering_of_Signed_Ray_Distance_Functions_for_Generalizable_CVPR_2023_paper IVRL/VolRecon/tsdf_fusion.py a1db096963f65ed2 ran MIT (permissive)
arXiv:Ding_TransMVSNet_Global_Context-Aware_Multi-View_Stereo_Network_With_Transformers_CVPR_2022_paper MegviiRobot/TransMVSNet/dynamic_fusion.py a1db096963f65ed2 ran MIT (permissive)
arXiv:2024.emnlp-main.88 WenjianDing/ReBo/app/calculate_coco_features.py 13a43a7d815937e6 ran BSD-3-Clause (permissive)
arXiv:2024.emnlp-main.722 xyh97/UNICORN/app/calculate_coco_features.py 13a43a7d815937e6 ran BSD-3-Clause 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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