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GeoTorchAI @GeoTorchAI

A Spatio-Temporal Deep Learning Framework built with @PyTorch & @ApacheSedona github.com/DataSystemsLab… Scottsdale, AZ Joined November 2022
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GeoTorchAI retweeted
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Mo Sarwat @MoSarwat

2 years ago

Demoing GeoTorchAI at #sigmod2023 . GeoTorchAI is a spatiotemporal deep learning framework on top of PyTorch & Apache Sedona. It enables AI engineers to implement, train, & use spatiotemporal deep learning models. It enables users to mix spatial sql, python, & deep learning in…

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GeoTorchAI @GeoTorchAI

3 years ago

Besides raster models, GeoTorchAI also supports deep learning models for vector / grid data. Ex: STResNet -> Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction: #geospatial #deeplearning #MachineLearning #artificalintelligence github.com/DataSystemsLab…

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GeoTorchAI @GeoTorchAI

3 years ago

Renamed to "GeoTorchAI" & you can now install it via PyPI >> pip install geotorchai Once you install GeoTorchAI, you can easily develop, & train spatiotemporal DL models Find the list of dependencies below👇🏽 github.com/DataSystemsLab… #geospatial #deeplearning #machinelearning

GeoTorchAI retweeted
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Mo Sarwat @MoSarwat

3 years ago

4/4. Applying deep learning on large-scale geospatial data can be challenging. The combination of @GeoTorchAI & @ApacheSedona enables users to preprocess big data, prepare the spatiotemporal tensor, & apply DL models on it. github.com/DataSystemsLab… github.com/apache/incubat…

GeoTorchAI retweeted
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Mo Sarwat @MoSarwat

3 years ago

The unprecedented availability of satellite imagery has triggered the use of spatiotemporal deep learning models in applications that may transform the way we understand / make sense of the physical world. A 🧵 #geospatial #DeepLearning #MachineLearning #ArtificialIntelligence

GeoTorchAI retweeted
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PyTorch @PyTorch

3 years ago

#PyTorchConference is 18 days away! Join PyTorch co-creator @soumithchintala, PyTorch Foundation Exec Dir @ibrahimatlinux and other ML experts live in-person on Dec 2 as they deliver technical talks & share posters. Seating is limited, apply now! pytorchconference22.splashthat.com

GeoTorchAI retweeted
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Apache Sedona @ApacheSedona

3 years ago

Follow this new thread in [email protected] (lists.apache.org/list.html?dev@…) [VOTE] Release Apache Sedona 1.3.0-incubating-rc1

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GeoTorchAI @GeoTorchAI

3 years ago

GeoTorch is an open source spatiotemporal deep learning framework implemented with @PyTorch and @ApacheSedona Github repo is here: github.com/DataSystemsLab…

GeoTorchAI retweeted
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Mo Sarwat @MoSarwat

3 years ago

Ever struggled using @PyTorch to train deep learning on Geospatial data? Say no more. We developed a system (GeoTorch) that makes spatiotemporal deep learning in PyTorch a cakewalk👇🏽 kanchanchy.github.io/geotorch/ #geospatial #DeepLearning #ArtificialIntelligence #DataScience

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