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--- |
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license: mit |
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tags: |
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- synthetic |
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- vision |
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- synthetic-dataset |
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- handtools |
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- tools |
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pretty_name: I3D-Tools-Dataset |
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dataset_info: |
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features: |
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- name: image |
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dtype: image |
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- name: conditioning_image |
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dtype: image |
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- name: caption |
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dtype: string |
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- name: yolo_annotation |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 5858935810.588 |
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num_examples: 36773 |
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download_size: 5518687393 |
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dataset_size: 5858935810.588 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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--- |
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# I3D Tools Dataset |
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This is the official dataset for the **"I3D Tools Dataset"** paper. The dataset contains a diverse collection of 16 hand tool categories, curated for applications in object detection, segmentation, and synthetic data generation. |
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Codebase:[](https://github.com/i3dlabiisc/I3D-Tools-Dataset) |
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## 📊 Dataset Statistics |
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- **Number of Tool Classes:** 16 |
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- **Total Images:** ~35,000 |
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- **Image Resolution:** 1024x1024 |
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- **Annotations per Image:** |
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- YOLOv8 bounding box format |
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- Pixel-level segmentation mask |
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- Natural language caption |
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--- |
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## 🧰 Tool Class Names |
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| Class No. | Tool Name | | Class No. | Tool Name | |
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|-----------|------------------|---|-----------|-------------------| |
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| 1 | ball_bearing | | 9 | saw | |
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| 2 | gear | | 10 | scissors | |
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| 3 | hammer | | 11 | screw | |
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| 4 | measuring_tape | | 12 | screwdriver | |
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| 5 | nail | | 13 | spring | |
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| 6 | nut | | 14 | utility_knife | |
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| 7 | oring | | 15 | washer | |
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| 8 | plier | | 16 | wrench | |
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--- |
