Related skills
python deep learning computer vision pytorch gis๐ Description
- Develop tools, APIs and pretrained models for geospatial AI
- Integrate ArcGIS with deep learning libraries such as PyTorch
- Develop foundation models for computer vision, language, location and multimodal data
- Develop AI Agents / Assistants to perform various GIS tasks
- Author and maintain geospatial data science samples using ArcGIS and ML
- Curate and pre/post-process data for deep learning models and transform it into geospatial information
๐ฏ Requirements
- 1+ years of Python experience in data science and DL
- Self-learner with coursework in ML/DL
- CV techniques: image classification, object detection, segmentation
- 3D DL with Point Clouds/meshes/Voxels
- AI assistants and multi-modal foundation models
- CS/Engineering degree (IIT/top-tier) and India work authorization; hyperparameter tuning
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