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ENTITY DeepGlobe

DeepGlobe

PulseAugur coverage of DeepGlobe — every cluster mentioning DeepGlobe across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_167692 ·

    Lightweight CNNs outperform larger models in satellite land-cover segmentation

    A new study benchmarks five convolutional neural network (CNN) architectures for satellite land-cover segmentation, focusing on the efficiency-accuracy trade-off. The research found that MobileNetV2_v1, a lightweight mo…

  2. RESEARCH · CL_66307 ·

    New methods boost few-shot segmentation with efficient adaptation

    Researchers have developed new methods to improve few-shot semantic segmentation, a task focused on identifying objects in images with very limited training data. One approach, "Take a Peek" (TaP), uses Low-Rank Adaptat…