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--- |
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license: cc-by-sa-4.0 |
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dataset_info: |
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features: |
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- name: image_id |
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dtype: string |
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- name: image |
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dtype: image |
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- name: mask |
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dtype: image |
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- name: category |
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dtype: string |
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- name: bbox |
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sequence: int32 |
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- name: product_id |
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dtype: string |
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- name: scene_id |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 6701435730.91 |
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num_examples: 2559 |
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- name: val |
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num_bytes: 399053217 |
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num_examples: 151 |
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download_size: 3846436210 |
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dataset_size: 7100488947.91 |
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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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- split: val |
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path: data/val-* |
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task_categories: |
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- image-segmentation |
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- object-detection |
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--- |
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# nfinite-product-masks-sample |
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**Version of the release:** 1.0.0-alpha |
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**Release date:** 2025/08/30 |
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## Table of Contents |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks](#supported-tasks) |
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- [Dataset Creation](#dataset-creation) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Additional Information](#additional-information) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Q&A](#q-a) |
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## Dataset Description |
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- **Homepage:** [nfinite-product-masks-sample homepage](https://www.nfinite.ai/) |
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- **Repository:** [nfinite-product-masks-sample repository](https://huggingface.co/datasets/Nfiniteai/product-masks-sample) |
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- **Point of Contact:** [Guillaume Hertault](mailto:guillaume@nfinite.app) |
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### Dataset Summary |
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The nfinite-product-masks-sample dataset is a dataset of images from 3D models for objects usually found in the home & living room space. |
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Each image has been rendered photo-realistically from 3D models. |
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Those 3D models are generic models, from any IP (as explained in the **Personal and Sensitive Information** part, any resemblance to an object from real life is purely coincidental). |
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The dataset was created to support the opensource community, providing a robust and diverse dataset to train new algorithms or refine existing algorithms on quality data. |
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### Supported Tasks |
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The dataset can be used, fo research purpose only, to train or refine a model on a object detection, scene segmentation, foreground/background separation, etc… |
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This dataset was used by finegrain to train [finegrain/finegrain-box-segmenter](https://huggingface.co/finegrain/finegrain-box-segmenter) |
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### Dataset Creation |
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#### Personal and Sensitive Information |
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All the objects used for the 3D model are generic, property of nfinite. Any resemblance is purely coincidental and not the result of a deliberate action. |
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The corpora is free of personal or sensitive information. |
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### Additional Information |
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#### Licensing Information |
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The dataset is licensed under the **Creative Commons Attribution-NonCommercial-ShareAlike (CC BY-NC-SA)** licence (https://creativecommons.org/licenses/by-nc-sa/4.0/deed.en). |
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This license lets you remix, tweak, and build upon the work non-commercially, as long as you credit nfinite and license your new creations under the identical terms. |
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#### Citation Information |
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``` |
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@inproceedings{nfinite-lrp-1, |
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author = {Guillaume Hertault, Loïc Toungoue, Jean-Philippe Deblonde}, |
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editor = {nfinite R&D Team}, |
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title = {nfinite PMS01: nfinite-product-masks-sample}, |
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year = {2024} |
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} |
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``` |
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### Q&A |
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If you have any inquiry about this dataset, feel free to contact us. |
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If you see any mistake or incomplete information in the dataset, contact us, and we will update it. |
