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

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

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

#PyTorchConference is 18 days away! Join PyTorch co-creator Soumith Chintala, PyTorch Foundation Exec Dir Ibrahim Haddad 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

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

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

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

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…

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