Related skills
python computer vision pytorch gis transformers๐ Description
- Develop tools, APIs and pretrained models for geospatial AI
- Integrate ArcGIS with PyTorch and DL libraries
- Develop foundation models for computer vision, language, location and multimodal data
- Develop AI agents/assistants to perform GIS tasks
- Author geospatial data science samples using ArcGIS and ML/DL libraries
- Curate and pre/post-process data for DL models and transform to geospatial information
๐ฏ Requirements
- 1+ years experience with Python in data science and DL
- Self-learner with ML/DL coursework and knowledge
- Computer Vision: classification, detection, segmentation, GANs, super-resolution, inpainting
- 3D DL with Point Clouds, meshes, or Voxels
- Transformers for CV and NLP
- Bachelor's degree in CS/Engineering (IIT/top-tier) + existing work authorization in India
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