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iou

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

iou appears in the code Syntology harvested for 97 papers, as 67 distinct code bodies found in 102 places (a place is one code body under one paper). At least one of them ran in 48 of the papers; 12 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 iou 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 22 of the 67 distinct code bodies named iou; 45 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

4ran · honoured contract
1ran · violated contract
2ran · our draft was wrong
4ran · fixture could not drive it
11ran
45unverified
12fingerprinted

Licence is a property of each copy, so it is counted per place: 32 of the 102 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

97 papers shown of 97, newest first; 102 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 7 papers added by Syntology; 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
Cost-efficient Active Learning for Referring Image Segmentation and Grounding added by Syntology 2026-08 (from id) junbum766/ALRIS/annotation_tool/mask_annotation_sam.py c16a9125da421e48 unverified no licence file found · pointer only
Secure-by-Disguise: A Systematic Evaluation of Image Disguising for Confidential Medical Image Modeling added by Syntology 2026-07 (from id) Jasonmix84/Secure-By-Disguise/segmentation/neura-seg.py 581c97f6450b77a2 ran fingerprinted no licence file found · pointer only
Multi-Resolution Alignment for Voxel Sparsity in Camera-Based 3D Semantic Scene Completion added by Syntology 2026-02 (from id) PKU-ICST-MIPL/MRA/projects/mmdet3d_plugin/mra/utils/lovasz_losses.py d94639b28b2134ff ran · fixture could not drive it fingerprinted no licence file found · pointer only
Boundary Optimization for Weakly Supervised Video Grounding added by Syntology 2026-02 (from id) sunoh-kim/gbo/gbocnm/utils.py fb1b1295bad022cb unverified MIT (permissive)
DeepMoLM: Leveraging Visual and Geometric Structural Information for Molecule-Text Modeling added by Syntology 2026-01 (from id) 1anj/DeepMoLM/llava/eval/eval_model_loc.py 5e821d4715fc98c0 unverified Apache-2.0 (permissive)
ReCon: Region-Controllable Data Augmentation with Rectification and Alignment for Object Detection added by Syntology 2025-10 (from id) haoweiz23/ReCon/pipelines/recon_helper.py e18fc75828d40d3f unverified no licence file found · pointer only
GUI-Spotlight: Adaptive Iterative Focus Refinement for Enhanced GUI Visual Grounding added by Syntology 5 Oct 2025 bin123apple/GUI_Spotlight/spotlight/tools.py 9dc039e3a4c8ba70 unverified MIT (permissive)
Object-Shot Enhanced Grounding Network for Egocentric Video 7 May 2025 Yisen-Feng/OSGNet/basic_utils.py da8d3429729c5832 unverified MIT (permissive)
Are We Done with Object-Centric Learning? 9 Apr 2025 alexanderrubinstein/occam/occam/datasets/bboxed_dataset.py 36a321f079aa06a5 unverified MIT (permissive)
GaussianWorld: Gaussian World Model for Streaming 3D Occupancy Prediction 13 Dec 2024 zuosc19/gaussianworld/utils/lovasz_losses.py d94639b28b2134ff ran · fixture could not drive it fingerprinted no licence file found · pointer only
DriveMLLM: A Benchmark for Spatial Understanding with Multimodal Large Language Models in Autonomous Driving 20 Nov 2024 xiandaguo/drive-mllm/evaluation/eval_from_json.py 0660217a2006f431 ran · fixture could not drive it fingerprinted no licence file found · pointer only
3D Focusing-and-Matching Network for Multi-Instance Point Cloud Registration 12 Nov 2024 zlynpu/3dfmnet/models/loss.py 29f735aba2524eb9 unverified MIT (permissive)
Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuli 3 Nov 2024 mtangemann/motion_energy_segmentation/motion_energy_segmentation/evaluate_shape_identification.py 6c02bcdd773f694d unverified no licence file found · pointer only
TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight 21 Oct 2024 blue-531/TALoS/utils/lovasz_losses.py d94639b28b2134ff ran · fixture could not drive it fingerprinted no licence file found · pointer only
WCEbleedGen: A wireless capsule endoscopy dataset and its benchmarking for automatic bleeding classification, detection, and segmentation 22 Aug 2024 misahub2023/benchmarking-codes-of-the-wcebleedgen-dataset/metrics_segment.py 0ba9a47ee770c730 ran no licence file found · pointer only
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation 20 Aug 2024 Javion11/PointLiBR/openpoints/loss/lovasz_losses.py d94639b28b2134ff ran · fixture could not drive it fingerprinted MIT (permissive)
Segment Anything without Supervision 28 Jun 2024 frank-xwang/unsam/divide_and_conquer/demo_dico.py 8d95cf229932db03 ran · honoured contract fingerprinted no licence file found · pointer only
GUICourse: From General Vision Language Models to Versatile GUI Agents 17 Jun 2024 yiye3/guicourse/utils.py 036a213486b2f4b4 ran no licence file found · pointer only
BEVSpread: Spread Voxel Pooling for Bird's-Eye-View Representation in Vision-based Roadside 3D Object Detection 13 Jun 2024 datongjie/bevspread/evaluators/kitti_utils/kitti_common.py 5cfbfa01de371153 ran fingerprinted no licence file found · pointer only
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation 11 May 2024 sldgroup/emcad/train_polyp.py 42eae5695451358c ran fingerprinted licence not identified · pointer only
Finding Visual Task Vectors 8 Apr 2024 alhojel/visual_task_vectors/evaluate/collect_attention_heads.py f82a5154b6295773 unverified no licence file found · pointer only
LITA: Language Instructed Temporal-Localization Assistant 27 Mar 2024 nvlabs/lita/lita/eval/eval_model_rtl.py 5702eb50c9e0edeb ran · fixture could not drive it fingerprinted licence not identified · pointer only
Density-guided Translator Boosts Synthetic-to-Real Unsupervised Domain Adaptive Segmentation of 3D Point Clouds 27 Mar 2024 yuan-zm/DGT-ST/network/lov_loss.py d94639b28b2134ff ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
HVDistill: Transferring Knowledge from Images to Point Clouds via Unsupervised Hybrid-View Distillation 18 Mar 2024 zhangsha1024/HVDistill/downstream/criterion.py ecdf713b7926be59 ran no licence file found · pointer only
Adapt Before Comparison: A New Perspective on Cross-Domain Few-Shot Segmentation 27 Feb 2024 vision-kek/abcdfss/utils/segutils.py 0f163b1b99bd0b94 ran fingerprinted no licence file found · pointer only
Context-Guided Spatio-Temporal Video Grounding 3 Jan 2024 shaohuadong2021/dplnet/RGBD/toolbox/lavaszSoftmax.py d94639b28b2134ff ran · fixture could not drive it fingerprinted no licence file found · pointer only
Generalizable Visual Reinforcement Learning with Segment Anything Model 28 Dec 2023 wadiuvatzy/sam-g/efficientvit/eval_sam_coco.py 1b14059bb75ef19e ran MIT (permissive)
Camera-based 3D Semantic Scene Completion with Sparse Guidance Network 10 Dec 2023 jieqianyu/sgn/projects/mmdet3d_plugin/sgn/utils/lovasz_losses.py d94639b28b2134ff ran · fixture could not drive it fingerprinted no licence file found · pointer only
PaSCo: Urban 3D Panoptic Scene Completion with Uncertainty Awareness 4 Dec 2023 astra-vision/PaSCo/pasco/loss/lovasz.py d94639b28b2134ff ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks 20 Nov 2023 OpenGVLab/SAM-Med2D/metrics.py 5f1cca6dc655957a ran Apache-2.0 (permissive)
Towards a fuller understanding of neurons with Clustered Compositional Explanations 27 Oct 2023 krlgroup/clustered-compositional-explanations/src/heuristic_search.py 6aee6866c4385318 ran · honoured contract MIT (permissive)
InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists 30 Sep 2023 AlaaLab/InstructCV/evaluate/evaluate_cls_seg_det.py 1a20155f648328f5 ran licence not identified · pointer only
VidChapters-7M: Video Chapters at Scale 25 Sep 2023 antoyang/VidChapters/zs_vcgr.py 23951a2f859364ee unverified MIT (permissive)
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training 22 Aug 2023 silky1708/locate/eval_utils.py f47176fee17b8548 ran no licence file found · pointer only
D3G: Exploring Gaussian Prior for Temporal Sentence Grounding with Glance Annotation 8 Aug 2023 solicucu/D3G/d3g/modeling/d3g/d3g.py 74c8ef18bc67e082 ran · honoured contract fingerprinted no licence file found · pointer only
Clustering based Point Cloud Representation Learning for 3D Analysis 27 Jul 2023 fengzicai/cluster3dseg/spvnas/lovasz_losses.py d94639b28b2134ff ran · fixture could not drive it fingerprinted MIT (permissive)
SGAT4PASS: Spherical Geometry-Aware Transformer for PAnoramic Semantic Segmentation 6 Jun 2023 TencentARC/SGAT4PASS/segmentron/solver/lovasz_losses.py d94639b28b2134ff ran · fixture could not drive it fingerprinted Apache-2.0 recorded; this copy not marked cleared · pointer only
LinK: Linear Kernel for LiDAR-based 3D Perception 28 Mar 2023 MCG-NJU/LinK/segmentation/core/lovasz_losses.py d94639b28b2134ff ran · fixture could not drive it fingerprinted MIT (permissive)
BEVHeight: A Robust Framework for Vision-based Roadside 3D Object Detection 15 Mar 2023 adlab-autodrive/bevheight/evaluators/kitti_utils/kitti_common.py 5cfbfa01de371153 ran fingerprinted MIT (permissive)
Learning Grounded Vision-Language Representation for Versatile Understanding in Untrimmed Videos 11 Mar 2023 zjr2000/gvl/video_dataset.py 004b519990491671 unverified MIT (permissive)
Tri-Perspective View for Vision-Based 3D Semantic Occupancy Prediction 15 Feb 2023 wzzheng/tpvformer/utils/lovasz_losses.py d94639b28b2134ff ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Decoupled Iterative Refinement Framework for Interacting Hands Reconstruction from a Single RGB Image 5 Feb 2023 PengfeiRen96/DIR/models/lovasz_loss.py d94639b28b2134ff ran · fixture could not drive it fingerprinted MIT (permissive)
Benchmarking the Robustness of LiDAR Semantic Segmentation Models 3 Jan 2023 yanx27/2dpass/utils/lovasz_loss.py d94639b28b2134ff ran · fixture could not drive it fingerprinted MIT (permissive)
PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds 30 Jul 2022 cardwing/codes-for-pvkd/utils/lovasz_losses.py d94639b28b2134ff ran · fixture could not drive it fingerprinted MIT (permissive)
Promoting Saliency From Depth: Deep Unsupervised RGB-D Saliency Detection 15 May 2022 jiwei0921/dsu/DSU_Code/utils.py c895d03e6df7cb22 unverified MIT (permissive)
ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension 12 Apr 2022 allenai/reclip/interpreter.py a730fd59f4b79eb5 unverified Apache-2.0 (permissive)
StrongSORT: Make DeepSORT Great Again 28 Feb 2022 goksenin-uav/strongsort-pip/strongsort/iou_matching.py cd5390257debcfd6 unverified MIT (permissive)
MINER: Multiscale Implicit Neural Representations 7 Feb 2022 kwea123/MINER_pl/metrics.py 69fcdf60c4c076d9 unverified MIT (permissive)
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages 27 Jan 2022 e-bug/volta/volta/datasets/concept_cap_dataset.py 9499ed1255d97132 unverified MIT (permissive)
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception 12 Sep 2021 xinge008/Cylinder3D/utils/lovasz_losses.py d94639b28b2134ff ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers 9 Sep 2021 e-bug/cross-modal-ablation/volta/volta/datasets/flickr30ke_ablation_dataset.py a1bd52099cee7c87 unverified MIT (permissive)
Emerging Properties in Self-Supervised Vision Transformers 29 Apr 2021 sithu31296/simple-object-tracking/tracking/sort/matching.py 4089a9837aebe640 unverified MIT (permissive)
Learnable Graph Matching: Incorporating Graph Partitioning with Deep Feature Learning for Multiple Object Tracking 30 Mar 2021 jiaweihe1996/GMTracker/GMMOT/model.py 3a8ef2b20923ac60 ran · our draft was wrong fingerprinted GPL-3.0 (copyleft) · pointer only
Panoptic-PolarNet: Proposal-free LiDAR Point Cloud Panoptic Segmentation 27 Mar 2021 edwardzhou130/Panoptic-PolarNet/network/lovasz_losses.py d94639b28b2134ff ran · fixture could not drive it fingerprinted BSD-3-Clause (permissive)
Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization 14 Jun 2020 Siyu-C/ACAR-Net/ava_evaluation/np_box_list_ops.py a7428b0e09d7a2d5 unverified Apache-2.0 (permissive)
Black-box Explanation of Object Detectors via Saliency Maps 5 Jun 2020 identical code first harvested elsewhere 9ca23e2b37a9d568 ran · honoured contract fingerprinted licence of this copy not recorded
Deep Learning for Automatic Pneumonia Detection 28 May 2020 tatigabru/kaggle-rsna/src/metric.py 2b7d810a1a5bc468 unverified MIT (permissive)
YOLOv4: Optimal Speed and Accuracy of Object Detection 23 Apr 2020 Lebhoryi/keras-YOLOv3-model-set/tracking/model/deep_sort/iou_matching.py cd5390257debcfd6 unverified MIT (permissive)
UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation 19 Apr 2020 hamidriasat/UNet-3-Plus/losses/loss.py c937560f46f9d96f unverified MIT (permissive)
Detailed 2D-3D Joint Representation for Human-Object Interaction 17 Apr 2020 DirtyHarryLYL/DJ-RN/-Results/Evaluate_ambiguous.py 434bd4b19837432c unverified Apache-2.0 (permissive)
Detailed 2D-3D Joint Representation for Human-Object Interaction 17 Apr 2020 DirtyHarryLYL/DJ-RN/-Results/HICO_DET_utils.py 082c2f358be049b5 unverified Apache-2.0 (permissive)
PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation 31 Mar 2020 Yvanali/KITTISeg/network/lovasz_losses.py d94639b28b2134ff ran · fixture could not drive it fingerprinted BSD-3-Clause (permissive)
Segmenting Transparent Objects in the Wild 31 Mar 2020 xieenze/Segment_Transparent_Objects/segmentron/solver/lovasz_losses.py d94639b28b2134ff ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
PanNuke Dataset Extension, Insights and Baselines 24 Mar 2020 kaiseem/pointnu-net/losses/lovasz_losses.py d94639b28b2134ff ran · fixture could not drive it fingerprinted MIT (permissive)
Learning to Segment 3D Point Clouds in 2D Image Space 12 Mar 2020 Zhang-VISLab/Learning-to-Segment-3D-Point-Clouds-in-2D-Image-Space/fun_network.py 890b21bde638e520 unverified MIT (permissive)
Cooperative Perception for 3D Object Detection in Driving Scenarios using Infrastructure Sensors 18 Dec 2019 eduardohenriquearnold/coop-3dod-infra/lib/evaluator/iou.py 77c43225db684581 unverified BSD-2-Clause (permissive)
Learning a Neural Solver for Multiple Object Tracking 16 Dec 2019 dvl-tum/mot_neural_solver/src/mot_neural_solver/utils/iou.py 6d5874069afb5da1 unverified MIT (permissive)
12-in-1: Multi-Task Vision and Language Representation Learning 5 Dec 2019 facebookresearch/vilbert-multi-task/vilbert/datasets/flickr_grounding_dataset.py a1bd52099cee7c87 unverified MIT recorded; this copy not marked cleared · pointer only
12-in-1: Multi-Task Vision and Language Representation Learning 5 Dec 2019 facebookresearch/vilbert-multi-task/vilbert/datasets/concept_cap_dataset.py 9499ed1255d97132 unverified MIT recorded; this copy not marked cleared · pointer only
Towards Real-Time Multi-Object Tracking 27 Sep 2019 JunweiLiang/Object_Detection_Tracking/efficientdet/object_detection/region_similarity_calculator.py 8d064f285ce3f976 unverified MIT (permissive)
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network 16 Aug 2019 liuch37/pan-pytorch/loss/iou.py f4570a660dddfa8b unverified MIT (permissive)
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network 16 Aug 2019 liuch37/pan-tensorflow/loss/iou.py 3afac97676b332d4 unverified MIT (permissive)
Finding Moments in Video Collections Using Natural Language 30 Jul 2019 escorciav/moments-retrieval-page/evaluation.py b195c4e852fe4a6d unverified MIT (permissive)
Finding Moments in Video Collections Using Natural Language 30 Jul 2019 escorciav/moments-retrieval-page/np_segments_ops.py aacfc922c8662169 unverified MIT (permissive)
Overfitting of neural nets under class imbalance: Analysis and improvements for segmentation 25 Jul 2019 ZerojumpLine/OverfittingUnderClassImbalance/DeepMedic/deepmedic/neuralnet/cost_functions.py 730ced37040cedf6 unverified MIT (permissive)
MMDetection: Open MMLab Detection Toolbox and Benchmark 17 Jun 2019 mengfu188/mmdetection.bak/sort.py d84d92dcfe0933de unverified Apache-2.0 (permissive)
Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images 15 May 2019 chenwydj/ultra_high_resolution_segmentation/utils/lovasz_losses.py 3d751ab2b52adb8f unverified MIT (permissive)
Tracking without bells and whistles 13 Mar 2019 HoganZhang/mot_neural_solver/src/mot_neural_solver/utils/iou.py 6d5874069afb5da1 unverified MIT (permissive)
Detecting Lesion Bounding Ellipses With Gaussian Proposal Networks 25 Feb 2019 baidu-research/GPN/model/utils.py 31c3318155a97a39 unverified Apache-2.0 (permissive)
Bag of Freebies for Training Object Detection Neural Networks 11 Feb 2019 wizyoung/YOLOv3_TensorFlow/get_kmeans.py 95c4cba76be0a2a1 unverified MIT (permissive)
CCNet: Criss-Cross Attention for Semantic Segmentation 28 Nov 2018 speedinghzl/CCNet/loss/lovasz_losses.py d94639b28b2134ff ran · fixture could not drive it fingerprinted MIT (permissive)
UNet++: A Nested U-Net Architecture for Medical Image Segmentation 18 Jul 2018 ShawFromAttock/FYP-Medical-Image-Segmentation-using-Nested-UNet-Architecture/lovasz_losses.py d94639b28b2134ff ran · fixture could not drive it fingerprinted MIT (permissive)
Learning Instance Segmentation by Interaction 21 Jun 2018 pathak22/seg-by-interaction/robust_set_loss.py ca2881e6c4fcaa81 ran · violated contract BSD-2-Clause (permissive)
Harmonious Attention Network for Person Re-Identification 22 Feb 2018 milkplz/keras-frcnn/keras_frcnn/data_generators.py 3347c438ffd1288b unverified Apache-2.0 (permissive)
3D Semantic Segmentation with Submanifold Sparse Convolutional Networks 28 Nov 2017 sumo-agarwal/submanifold-sparse-conv-sparseconvnet/examples/3d_segmentation/fully_convolutional.py 656eb43c072b101d ran · our draft was wrong licence not identified · pointer only
Submanifold Sparse Convolutional Networks 5 Jun 2017 identical code first harvested elsewhere 656eb43c072b101d ran · our draft was wrong licence of this copy not recorded
Simple Online and Realtime Tracking with a Deep Association Metric 21 Mar 2017 ZQPei/deep_sort_pytorch/deep_sort/sort/iou_matching.py cd5390257debcfd6 unverified MIT (permissive)
Mask R-CNN 20 Mar 2017 ErikGDev/instance-segmentation/sort.py d84d92dcfe0933de unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
YOLO9000: Better, Faster, Stronger 25 Dec 2016 Nikhil619/Autonomous-driving-with-camera-using-Yolo/CODE.py 28063e4bcb75b1c9 unverified MIT (permissive)
YOLO9000: Better, Faster, Stronger 25 Dec 2016 preste-ai/camera_ai_whiteboard/metrics.py a284e3322157b771 unverified MIT (permissive)
ArtTrack: Articulated Multi-person Tracking in the Wild 5 Dec 2016 PJunhyuk/exercise-pose-analyzer/sort.py 22b6104aae1c81b4 unverified Apache-2.0 (permissive)
SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous Driving 4 Dec 2016 IgorMunizS/mobileDet/main/utils/utils.py 4cdb41e9eb2c173d unverified MIT (permissive)
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization 7 Oct 2016 RuoyuChen10/objectdetection-saliency-maps/version2.25.2/PointGame-GradCAM.py 9ca23e2b37a9d568 ran · honoured contract fingerprinted no licence file found · pointer only
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation 18 Mar 2016 Kamnitsask/deepmedic/deepmedic/neuralnet/cost_functions.py 730ced37040cedf6 unverified BSD-3-Clause (permissive)
Simple Online and Realtime Tracking 2 Feb 2016 choiwb/Computer_Vision_for_Smart_Factory/sort.py d84d92dcfe0933de unverified MIT (permissive)
You Only Look Once: Unified, Real-Time Object Detection 8 Jun 2015 Banus/caffe-demo/yolo_detection.py f55bfd3ece60791a ran · fixture could not drive it fingerprinted licence not identified · pointer only
U-Net: Convolutional Networks for Biomedical Image Segmentation 18 May 2015 manideep2510/eye-in-the-sky/unet.py 7c7f3e9d4f1f5df9 unverified Apache-2.0 (permissive)
Microsoft COCO: Common Objects in Context 1 May 2014 EMalagoli92/OD-Metrics/src/od_metrics/od_metrics.py a53d55f6605392e6 unverified Apache-2.0 (permissive)
Rich feature hierarchies for accurate object detection and semantic segmentation 11 Nov 2013 zjZSTU/R-CNN/py/utils/util.py c3d6dab5e0f17548 unverified Apache-2.0 (permissive)
arXiv:aaai_28449 cskkxjk/Vampire/src/utils/lovasz_losses.py d94639b28b2134ff ran · fixture could not drive it fingerprinted MIT (permissive)
arXiv:Xu_Spatiotemporal_Decoupling_for_Efficient_Vision-Based_Occupancy_Forecasting_CVPR_2025_paper BIT-XJY/EfficientOCF/projects/occ_plugin/occupancy/dense_heads/lovasz_softmax.py d94639b28b2134ff ran · fixture could not drive it fingerprinted MIT (permissive)
arXiv:Ji_Calibrated_RGB-D_Salient_Object_Detection_CVPR_2021_paper jiwei0921/DCF/DCF_code/utils.py c895d03e6df7cb22 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".

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