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AllanK24/apple-dms-materials-v2

Apple Dense Material Segmentation (DMS) – Stratified 80/10/10 Split A pixel-level material segmentation dataset containing ~41K images with dense annotations across 57 material categories. Originally released by Apple as part of the Dense Material Segmentation (DMS) research project. This version uses a custom stratified 80/10/10 split (vs Apple's original 54/23/23) to maximise training data while maintaining representative validation and test sets. Why a Custom… See the full description on the dataset page: https://huggingface.co/datasets/AllanK24/apple-dms-materials-v2.

Author / organizationAllanK24
License (as declared)apple-ascl
Downloads155 (as reported by Hugging Face)
Likes0
Created10 February 2026
Last updated at source10 February 2026
material-segmentationsemantic-segmentationdense-predictionmaterialssegformermask2formerstratified-split
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  • 16 Oct 2026 Description: Apple Dense Material Segmentation (DMS) – Stratified 80/10/10 Split A pixel-level material segmentation dataset containing ~41K images with dense annotations across 57 material categories. Originally released by Apple as part of the Dense M → Apple Dense Material Segmentation (DMS) – Stratified 80/10/10 Split A pixel-level material segmentation dataset containing ~41K images with dense annotations across 57 material categories. Originally released by Apple as part of the Dense M

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