HICO-DET

Dataset Card for HICO-DET Dataset Dataset Summary HICO-DET is a dataset for detecting human-object interactions (HOI) in images. It contains 47,776 images (38,118 in train set and 9,658 in test set), 600 HOI categories constructed by 80 object categories and 117 verb classes. HICO-DET provides more than 150k annotated human-object pairs. V-COCO provides 10,346 images (2,533 for training, 2,867 for validating and 4,946 for testing) and 16,199 person instances. Each person… See the full description on the dataset page: https://huggingface.co/datasets/zhimeng/hico_det.

Papers using HICO-DET (25)

Detecting Human-object Interaction Via Fabricated Compositional Learning2021 · 107 citesEnd-to-end Zero-shot HOI Detection Via Vision And Language Knowledge Distillation2022 · 38 citesLearning Human-Object Interaction Detection using Interaction Points2020 · 35 citesAgglomerative Transformer For Human-object Interaction Detection2023 · 22 citesIwin: Human-object Interaction Detection Via Transformer With Irregular Windows2022 · 21 citesVisual Compositional Learning for Human-Object Interaction Detection2020 · 12 citesHuman Object Interaction Detection Using Two-direction Spatial Enhancement And Exclusive Object Prior2021 · 12 citesQAHOI: Query-Based Anchors for Human-Object Interaction Detection2021 · 9 citesEnd-to-End Human Object Interaction Detection with HOI Transformer2021 · 5 citesEfficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer2021 · 5 citesGTNet:Guided Transformer Network for Detecting Human-Object Interactions2021 · 4 citesRelational Context Learning for Human-Object Interaction Detection2023 · 4 citesUnionDet: Union-Level Detector Towards Real-Time Human-Object Interaction Detection2023 · 4 citesExploring Structure-aware Transformer over Interaction Proposals for Human-Object Interaction Detection2022 · 2 citesWhat to look at and where: Semantic and Spatial Refined Transformer for detecting human-object interactions2022 · 1 citesExploring Predicate Visual Context in Detecting Human-Object Interactions2023 · 1 citesZero-shot Human-object Interaction Recognition Via Affordance Graphs2020 · 1 citesHuman Object Interaction Detection using Two-Direction Spatial Enhancement and Exclusive Object Prior2021Improving Human-Object Interaction Detection via Phrase Learning and Label Composition2021Exploring Interactive Semantic Alignment for Efficient HOI Detection with Vision-language Model2024Orchestrating the Symphony of Prompt Distribution Learning for Human-Object Interaction Detection2024Streamlined Open-Vocabulary Human-Object Interaction Detection2026Mining Instance-Centric Vision-Language Contexts for Human-Object Interaction Detection2026Exploiting CLIP For Zero-shot HOI Detection Requires Knowledge Distillation At Multiple Levels2023Detecting Human-Object Interactions via Functional Generalization2019