Datasets:
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README.md
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- **Annotations:** Ground-truth 6D poses derived from robot kinematics (~11,115 annotations per chair)
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- **Occlusion levels:** No occlusions, moderate occlusions
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### Object Classes
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#### Frameonly designs:
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- 000001: Smile si0325 [Andreu World link](https://andreuworld.com/en/products/smile-si0325)
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- 000003: Carlotta si0991 [Andreu World link](https://andreuworld.com/en/products/carlotta-si0991)
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- 000006: Carola so0903 [Andreu World link](https://andreuworld.com/en/products/carola-so0903)
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- 000007: Rizo so2043 [Andreu World link](https://andreuworld.com/en/products/rizo-so2043)
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#### Solid-wood designs:
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- 000002: Happy si0374 [Andreu World link](https://andreuworld.com/en/products/happy-si0374)
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- 000004: Duos si2750 [Andreu World link](https://andreuworld.com/en/products/duos-si2750)
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- 000005: Rdl si7291 [Andreu World link](https://andreuworld.com/en/products/rdl-si7291)
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<div class="partners_view">
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<a href="https://www.fbk.eu/" target="_blank">
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<img src="resources/logo_fbk.png" alt="FBK logo" style="max-width:150px">
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</a>
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<a href="https://www.andreuworld.com/en/" target="_blank">
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<img src="resources/Logo_Andreu_World.png" alt="Andreu World logo" style="max-width:150px">
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</a>
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<a href="https://www.ikerlan.es/en" target="_blank">
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<img src="resources/Ikerlan_BRTA_V.png" alt="Ikerlan logo" style="max-width:150px">
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</a>
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</div>
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## Uses
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<!-- Address questions around how the dataset is intended to be used. -->
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## More Information [optional]
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[More Information Needed]
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## Dataset Card Authors [optional]
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[More Information Needed]
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## Dataset Card Contact
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[More Information Needed]
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- **Annotations:** Ground-truth 6D poses derived from robot kinematics (~11,115 annotations per chair)
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- **Occlusion levels:** No occlusions, moderate occlusions
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### Object Classes
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CHIP includes seven high-quality chair models from Andreu World, covering a variety of structures and materials.
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#### Frameonly designs:
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- 000001: Smile si0325 — [Andreu World link](https://andreuworld.com/en/products/smile-si0325)
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- 000003: Carlotta si0991 — [Andreu World link](https://andreuworld.com/en/products/carlotta-si0991)
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- 000006: Carola so0903 — [Andreu World link](https://andreuworld.com/en/products/carola-so0903)
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- 000007: Rizo so2043 — [Andreu World link](https://andreuworld.com/en/products/rizo-so2043)
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#### Solid-wood designs:
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- 000002: Happy si0374 — [Andreu World link](https://andreuworld.com/en/products/happy-si0374)
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- 000004: Duos si2750 — [Andreu World link](https://andreuworld.com/en/products/duos-si2750)
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- 000005: Rdl si7291 — [Andreu World link](https://andreuworld.com/en/products/rdl-si7291)
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### Data Fields
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```
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- **camera_params:** JSON string containing intrinsic and extrinsic camera parameters for the specified camera.
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```
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### Uses
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The CHIP dataset can be used for a wide range of research tasks, including:
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- Benchmarking 6D pose estimation in realistic industrial environments
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- Evaluating robustness to challenging conditions, such as occlusions, clutter, and visually similar distractor objects
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- Studying cross-sensor generalization across LiDAR-based, passive-stereo, and active-stereo RGB-D sensors
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- 6D pose tracking during robotic manipulation, including motion sequences with dynamic occlusions
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## Citation
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If you find CHIP useful for your work please cite:
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```
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<div class="list_view">
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<a href="https://aiprism.eu/" target="_blank">
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<img src="resources/logos/Ai-Prism_Logo_Square.png" alt="Ai-Prism logo" style="max-width:200px">
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</a>
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<p>
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This work was supported by the European Union's Horizon Europe research and innovation programme under grant agreement No. 101058589 (AI-PRISM).
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<div class="partners_view">
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<a href="https://www.fbk.eu/" target="_blank">
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<img src="resources/logos/logo_fbk.png" alt="FBK logo" style="max-width:150px">
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</a>
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<a href="https://www.andreuworld.com/en/" target="_blank">
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<img src="resources/logos/Logo_Andreu_World.png" alt="Andreu World logo" style="max-width:150px">
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</a>
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<a href="https://www.ikerlan.es/en" target="_blank">
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<img src="resources/logos/Ikerlan_BRTA_V.png" alt="Ikerlan logo" style="max-width:150px">
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</a>
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</div>
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