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  • Université du Québec à Montréal

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  1. Spectral_classification_sentinel Spectral_classification_sentinel Public

    This is a tool made to determine the ground composition of a certain area

    Jupyter Notebook

  2. Reproducing-assessing-SAM-for-tree-crown-instance-segmentation-from-drone-imagery- Reproducing-assessing-SAM-for-tree-crown-instance-segmentation-from-drone-imagery- Public

    Reproduction of “Assessing SAM for Tree Crown Instance Segmentation” (ICLR 2025) with an added Mask R-CNN using a DINOv3 backbone to test whether foundation-model features outperform a ResNet-50 ba…

    Python

  3. NIR_Red_Edge_from_RGB_for_Sentinel2 NIR_Red_Edge_from_RGB_for_Sentinel2 Public

    In this project, I wanted to try to create NIR and Red Edge bands from RBG data. I focused this projet on forest imagery from Sentinel 2 because it was what i was working in at this moment.

    Jupyter Notebook

  4. benchmark-memoire benchmark-memoire Public

    42 configurations (11 frozen, 31 fine-tuned) of vision foundation models for 11-class Arctic tundra vegetation mapping from drone orthomosaics. Tile context, mean-field smoothing, LoRA and GNN cont…

    Python