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  1. Home
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  3. /ultralytics/yolov5
Read original ↗
repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 1mo ago

ultralytics/yolov5

Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • FuzzyOverlapping authors or contributors · 62%Introducing Human-Centeredness in AI-Assisted Lexicography →

    “Shared author/contributor keys: martin”

  • FuzzyOverlapping authors or contributors · 62%It's How You Ask: Gender-Associated Linguistic Bias in LLMs →

    “Shared author/contributor keys: field”

  • FuzzyOverlapping authors or contributors · 62%The Ethical Decision Head: Operationalizing Normative Ethics in Autonomous Vehicles via Reinforcement Learning from Human Feedback →

    “Shared author/contributor keys: ali”

  • FuzzyOverlapping authors or contributors · 62%AppendiGrade: An XAI-Enhanced Deep Learning Framework for Grading Appendicitis in Ultrasound with Gaussian Blur and Grad-CAM →

    “Shared author/contributor keys: ali”

  • FuzzyOverlapping authors or contributors · 62%SPADE: Self-Play in Adaptive Synthetic Executable Environments →

    “Shared author/contributor keys: choi”

  • FuzzyOverlapping authors or contributors · 62%Growth Without Us: Machine Consumers, Corporate Circularity, and the Decoupling of GDP from Humanity after AGI →

    “Shared author/contributor keys: sharma”

  • FuzzyOverlapping authors or contributors · 62%HandMvNet: Real-Time 3D Hand Pose Estimation Using Multi-View Cross-Attention Fusion →

    “Shared author/contributor keys: ali”

  • FuzzyOverlapping authors or contributors · 62%Rethinking Expressivity and Efficiency in Test-Time Training →

    “Shared author/contributor keys: martin”

Implements

paperIntroducing Human-Centeredness in AI-Assisted LexicographypaperIt's How You Ask: Gender-Associated Linguistic Bias in LLMspaperThe Ethical Decision Head: Operationalizing Normative Ethics in Autonomous Vehicles via Reinforcement Learning from Human FeedbackpaperAppendiGrade: An XAI-Enhanced Deep Learning Framework for Grading Appendicitis in Ultrasound with Gaussian Blur and Grad-CAMpaperSPADE: Self-Play in Adaptive Synthetic Executable EnvironmentspaperGrowth Without Us: Machine Consumers, Corporate Circularity, and the Decoupling of GDP from Humanity after AGIpaperHandMvNet: Real-Time 3D Hand Pose Estimation Using Multi-View Cross-Attention FusionpaperRethinking Expressivity and Efficiency in Test-Time TrainingpaperRAD: Rule-Augmented Relational Anomaly DetectionpaperAction-Aligned Retrieval with Pairwise Multimodal Reranking for Text-Based Person Anomaly SearchpaperPancasila-Dilemmas: Evaluating Large Language Models on Indonesian Human Value Dilemmas Grounded in PancasilapaperReWEIGH the Evidence: Calibrating Token-Level Ordinal Visual Evidence to Mitigate Hallucinations in Large Vision-Language ModelspaperEfficient Waste Sorting for Circular Economy: A Confidence-guided comparison between One-Vs-All and One-Vs-Rest Classification Strategies with Human-in-the-Loop for Automated Waste SortingpaperTowards a Phonology-Informed Evaluation of Multilingual TTSpaperA Sovereign, Open-Source Foundation Model for German and EnglishpaperVoxENES 2026: Benchmarking Generalization of Speech Spoofing Detectors Against LLM-Era TTS and Voice ConversionpaperCoTu at EXACT 2026: Neuro-Symbolic Reasoning for Transparent Educational QApaperCriticality-Based Guard Rail Validation for AI Agent Decisions in Autonomous Telecom NetworkspaperHow Much Human Label Variation Does Formal Semantic Structure Explain?: Group-Level Effects and Item-Level Ceilings in NLIpaperEvaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle VulnerabilitiespaperVision-Language Assistant for Emotional Reactions to Risky DrivingpaperSpatial Normalization for Cross-Domain Retinal Layer Segmentation in Optical Coherence TomographypaperA Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face ModelspaperTraining Continuous Chain of Thought Models: A Tale of Two RegimespaperSpecifying the Delegated-Autonomy Boundary: Requirements Engineering for Agentic AIpaperToward Auditable Fraud Detection: Combining Graph Features, Model Explanations, and Agentic Case InvestigationpaperSelection Shapes the Boundary: A Preregistered Replication of Monotonicity and Label Agreement in Unselected NLI PopulationspaperFlexiAvatar: Unified 3D Gaussian Human Avatars Under Arbitrary Body Visibility

Covers (incoming)

newsAI-powered deep learning framework restores high-quality optoacoustic images with 87.5% fewer detectors - EurekAlert!

contributed_to (incoming)

personChristopher FieldpersonLong TranpersonAli GhanbaripersonHarsh DhamechapersonKayzwerpersonSangbum Daniel ChoipersongoksmisamapersonRainRatpersoninisispersonNick MartinpersonAbhishek SharmapersonKumar SelvakumaranpersonHongbopersonAdrian BoguszewskipersondavidsvaughnpersonNouran AlipersonchaoqinpersonYakuhopersontiancailinpersonRyan

Related across the graph

paperHow Much Human Label Variation Does Formal Semantic Structure Explain?: Group-Level Effects and Item-Level Ceilings in NLIpaperGrowth Without Us: Machine Consumers, Corporate Circularity, and the Decoupling of GDP from Humanity after AGIpersonKayzwerpersonHarsh DhamechapaperVision-Language Assistant for Emotional Reactions to Risky DrivingpaperReWEIGH the Evidence: Calibrating Token-Level Ordinal Visual Evidence to Mitigate Hallucinations in Large Vision-Language ModelspersonchaoqinpersontiancailinpaperA Large-Scale Measurement of AI Bill of Materials Completeness in Hugging Face ModelspaperTraining Continuous Chain of Thought Models: A Tale of Two RegimespaperThe Ethical Decision Head: Operationalizing Normative Ethics in Autonomous Vehicles via Reinforcement Learning from Human FeedbackpaperRethinking Expressivity and Efficiency in Test-Time TrainingpersonSangbum Daniel ChoipaperEfficient Waste Sorting for Circular Economy: A Confidence-guided comparison between One-Vs-All and One-Vs-Rest Classification Strategies with Human-in-the-Loop for Automated Waste SortingpaperTowards a Phonology-Informed Evaluation of Multilingual TTSnewsAI-powered deep learning framework restores high-quality optoacoustic images with 87.5% fewer detectors - EurekAlert!personChristopher FieldpaperFlexiAvatar: Unified 3D Gaussian Human Avatars Under Arbitrary Body VisibilitypaperIntroducing Human-Centeredness in AI-Assisted LexicographypersonNouran AlipaperAction-Aligned Retrieval with Pairwise Multimodal Reranking for Text-Based Person Anomaly SearchpaperAppendiGrade: An XAI-Enhanced Deep Learning Framework for Grading Appendicitis in Ultrasound with Gaussian Blur and Grad-CAMpaperA Sovereign, Open-Source Foundation Model for German and EnglishpersonAli GhanbaripersonAdrian BoguszewskipaperSelection Shapes the Boundary: A Preregistered Replication of Monotonicity and Label Agreement in Unselected NLI PopulationspersonYakuhopaperEvaluating Open-Weight LLMs for Generating Structured Threat Information for Autonomous Vehicle VulnerabilitiespaperSPADE: Self-Play in Adaptive Synthetic Executable EnvironmentspaperSpecifying the Delegated-Autonomy Boundary: Requirements Engineering for Agentic AIpaperRAD: Rule-Augmented Relational Anomaly DetectionpaperCriticality-Based Guard Rail Validation for AI Agent Decisions in Autonomous Telecom NetworkspaperHandMvNet: Real-Time 3D Hand Pose Estimation Using Multi-View Cross-Attention FusionpersonLong TranpersonRainRatpaperVoxENES 2026: Benchmarking Generalization of Speech Spoofing Detectors Against LLM-Era TTS and Voice ConversionpersonNick MartinpersonKumar SelvakumaranpersondavidsvaughnpersoninisispaperCoTu at EXACT 2026: Neuro-Symbolic Reasoning for Transparent Educational QApersonRyanpaperToward Auditable Fraud Detection: Combining Graph Features, Model Explanations, and Agentic Case InvestigationpaperSpatial Normalization for Cross-Domain Retinal Layer Segmentation in Optical Coherence TomographypersongoksmisamapersonAbhishek SharmapaperIt's How You Ask: Gender-Associated Linguistic Bias in LLMspersonHongbopaperPancasila-Dilemmas: Evaluating Large Language Models on Indonesian Human Value Dilemmas Grounded in Pancasila
Knowledge path·PHow Much Human Label Variation Does Formal Semantic Structure Explain?: Group-Level Effects and Item-Level Ceilings in NLI→PGrowth Without Us: Machine Consumers, Corporate Circularity, and the Decoupling of GDP from Humanity after AGI→·Kayzwer→Rultralytics/yolov5

Topics

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