Tag: deep learning
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High-Resolution Oil Palm Mapping in Malaysia & Indonesia 2020-24
Discover accurate, annotation-free oil palm plantation maps from 2020-2024 using deep learning and Sentinel-2 data in Malaysia and Indonesia.
ResAF-Net: AI Tree Detection for Agriculture in Palestine
Discover ResAF-Net, an AI-driven network for accurate tree detection and agricultural mapping in Palestine, enhancing food security and land-use planning.
COMO: Advanced Optical Molecule Recognition with MRT
Discover COMO, a closed-loop framework using Minimum Risk Training for superior optical molecule recognition in computational chemistry.
Physics-Informed Load Forecasting for U.S. Grid Resilience
Enhance U.S. grid resilience with physics-informed load forecasting using SHAP-guided hybrid deep learning during extreme weather events.
Learn&Drop: Accelerate CNN Training by Dropping Layers
Learn&Drop speeds up CNN training by selectively dropping layers, cutting computation without losing accuracy. Ideal for VGG, ResNet on MNIST, CIFAR-10.