https://www.europesays.com/2065556/ Climate change prediction in Saudi Arabia using a CNN GRU LSTM hybrid deep learning model in al Qassim region #Climate #ClimateChange #ClimateChangePrediction #ClimateSciences #CNNGRULSTM #ConvolutionalNeuralNetwork #EnvironmentalSciences #GlobalWarming #HumanitiesAndSocialSciences #HybridModel #LongShortTermMemory #MathematicsAndComputing #multidisciplinary #science
Climate change prediction in Saudi Arabia using a CNN GRU LSTM hybrid deep learning model in al Qassim region https://www.byteseu.com/997621/ #Climate #ClimateChange #ClimateChangePrediction #ClimateSciences #CNNGRULSTM #ConvolutionalNeuralNetwork #EnvironmentalSciences #GlobalWarming #HumanitiesAndSocialSciences #HybridModel #LongShortTermMemory #MathematicsAndComputing #multidisciplinary #Science
Presentación tesis Teledetección-Machine Learning 02-2024 - 2025_02_07 13_45 CST - Recording
https://makertube.net/videos/watch/289c7549-8f6e-40f3-9045-9b97c7aba5b7
Going Digital: Teaching a TI-84 Handwriting Recognition - You wouldn’t typically associate graphing calculators with artificial intelligence... - https://hackaday.com/2024/12/24/going-digital-teaching-a-ti-84-handwriting-recognition/ #convolutionalneuralnetwork #artificialintelligence #graphicscalculator #texasinstruments #machinelearning #handheldshacks #neuralnetwork #handwriting #ti-84plusce #calculator #mnist #ti-84 #news
Training a Self-Driving Kart - There are certain tasks that humans perform every day that are notoriously difficu... - https://hackaday.com/2024/12/21/__trashed-11/ #convolutionalneuralnetwork #machinelearning #self-driving #trainingdata #autonomous #crazykart #training #go-kart
Multi-Stage Semantic Segmentation Quantifies Fragmentation of Small Habitats at a Landscape Scale
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https://bsky.app/profile/david-alexander.bsky.social/post/3lapamlpwks25 <-- shared #BlueSky post
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https://doi.org/10.3390/rs15225277 <-- shared paper
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H/T David Alexander (@david-alexander.bsky.social)
“AI predictions of #LandCover in the #PeakDistrict #NationalPark [UK]…”
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#GIS #spatial #mapping #remotesensing #semanticsegmentation #convolutionalneuralnetwork #landcoverprediction #habitatfragmentation #landcover #AI #CNN #conservation #planning #management #habitats #machinelearning #PDNP #PeakDistrict #NationalPark #NP #UK #Britain #England #spatialanalysis #model #modeling
![aerial image with annotation - “AI predictions of #LandCover in the #PeakDistrict #NationalPark [UK]…”](https://files.techhub.social/media_attachments/files/113/511/816/323/363/980/original/f3515246828f3f81.jpg "aerial image with annotation - “AI predictions of #LandCover in the #PeakDistrict #NationalPark [UK]…”")
![charts and images - Multi-stage semantic segmentation approach, where (a) land cover (LC) is predicted from RGB images in multiple stages: classification of the main class, overlaying the OS NGD layer, classification of the detailed subclasses, and post-processing to further split up subclasses (based on soil data). (b) The classifiers are Convolutional Neural Networks that use the U-Net architecture, consisting of convolutional layers as well as skip connections [14,34] to map RGB images to LC predictions. (c) The LC schema is hierarchical, and multiple classifiers and post-processing layers are used to predict all subclasses. Colours correspond to the steps in panel (a).](https://files.techhub.social/media_attachments/files/113/511/816/450/678/630/original/2515e73e8e0119fb.png "charts and images - Multi-stage semantic segmentation approach, where (a) land cover (LC) is predicted from RGB images in multiple stages: classification of the main class, overlaying the OS NGD layer, classification of the detailed subclasses, and post-processing to further split up subclasses (based on soil data). (b) The classifiers are Convolutional Neural Networks that use the U-Net architecture, consisting of convolutional layers as well as skip connections [14,34] to map RGB images to LC predictions. (c) The LC schema is hierarchical, and multiple classifiers and post-processing layers are used to predict all subclasses. Colours correspond to the steps in panel (a).")
Google’s Augmented Reality Microscope Might Help Diagnose Cancer - Despite recent advances in diagnosing cancer, many cases are still diagnosed using... - https://hackaday.com/2023/10/01/googles-augmented-reality-microscope-might-help-diagnose-cancer/ #convolutionalneuralnetwork #augmentedreality #medicalhacks
Teaching a Mini-Tesla to Steer Itself - At the risk of stating the obvious, even when you’ve got unlimited resources and a... - https://hackaday.com/2023/09/02/teaching-a-mini-tesla-to-steer-itself/ #convolutionalneuralnetwork #transportationhacks #machinelearning #behaviorcloning #steeringangle #self-driving #autonomous #servo #tesla
In https://www.youtube.com/watch?v=7RyDhIrwOHM a new interview with the student who in May won a big prize for #ExoScout, an #exoplanet detection system comprising a new phase folding algorithm with a #GraphicsProcessingUnit and a #ConvolutionalNeuralNetwork - CNN; https://en.wikipedia.org/wiki/Convolutional_neural_network - detector that already found three unknown ultra-short-period (USP) planets in #Kepler data: see https://projectboard.world/isef/project/phys056-ultra-short-period-planets-discovered-by-exoscout for many details and more in https://www.snexplores.org/article/2023-regeneron-isef-winners-exoplanets-mpox-insect-pests-suicide-prevention and https://www.societyforscience.org/press-release/high-schoolers-win-nearly-9-million-at-regeneron-isef-2023/ and https://www.youtube.com/watch?v=68LqXLRD-WU
Area Estimation of Mango and Coconut Crops using Machine Learning in Hesaraghatta Hobli of Bengaluru Urban District, Karnataka [India]
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https://doi.org/10.58825/jog.2023.17.1.75 <-- shared paper
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#GIS #spatial #mapping #spatialanalysis #Mango #Coconut #Areaestimation #Machinelearning #ConvolutionalNeuralNetwork #CNN #RandomForest #RF #agricultural #agriculture #farming #estimates #Karnataka #India #acreage #production #horticulture #commodities #export #remotesensing #satellite #GoogleEarthEngine #GEE #Copernicus #Sentinel2 #algorithms #learning #google #ml
#Introdiction : I'm a mathematician moving towards data science topics, based in Chile. Some interests:
#geometry #datageometry #discretegeometry #materialscience
#hyperbolicneuralnetwork
#GraphNeuralNetwork #GNNs
#topology #TDA #metricspaces
#equivariantneuralnetwork #enns #convolutionalneuralnetwork #networkscience
#computationalchemistry #dft #pinns
#optimaltransport
#learningTheory #generalization
#expressivity
#marinescience #biodiversity #oceanscience
#phylogenetics
Greg Cocks 
