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TaskarCenterAtUW / iOSPointMapper

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Literature Review on Semantic Segmentation #53

Open himanshunaidu opened 1 week ago

himanshunaidu commented 4 days ago

Papers checked by Dmytro: https://openaccess.thecvf.com/content_cvpr_2018/papers/Yang_DenseASPP_for_Semantic_CVPR_2018_paper.pdf https://openaccess.thecvf.com/content_cvpr_2017/papers/Pohlen_Full-Resolution_Residual_Networks_CVPR_2017_paper.pdf https://iopscience.iop.org/article/10.1088/1742-6596/1682/1/012077/pdf https://www.rpsonline.com.sg/proceedings/esrel2020/pdf/4518.pdf https://arxiv.org/pdf/1612.01105v2 https://arxiv.org/pdf/1511.00561

himanshunaidu commented 4 days ago

DeepLabv3 seems to be one of the best options

himanshunaidu commented 1 day ago

If there is some fine-tuning required, we should also at least explore VLMs