Shypd.aiThe largest open index of AI toolsdeep-learning-frameworks provides installation support for deep learning frameworks within the ArcGIS system, including PyTorch, transformers, and scikit-learn. It enables AI and deep learning for geospatial problem-solving.
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deep-learning-frameworks offers installation support for a broad collection of deep learning and machine learning components, such as PyTorch, transformers, Fast.ai, and scikit-learn, specifically tailored for the ArcGIS System. This includes ArcGIS Pro, Server, and the ArcGIS API for Python. The tool facilitates AI and deep learning applications for geospatial problems like feature extraction, pixel classification, and feature categorization. It simplifies the setup process by installing 254 packages into the default arcgispro-py3 Python environment. While most tools work on any machine, common deep learning workflows benefit significantly from an NVIDIA GPU with CUDA Compute Capability 5.0+ and 8GB+ dedicated graphics memory. The project provides installers for various ArcGIS versions and detailed instructions for both Windows and Linux environments, including manual installation options and support for disconnected environments.
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