Related skills
python deep learning computer vision pytorch gis📋 Description
- Develop tools, APIs and pretrained models for geospatial AI
- Integrate ArcGIS with 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/DL libraries
- Curate and pre/post-process data for deep learning models into geospatial information
- Perform comparative studies of various deep learning model architectures
🎯 Requirements
- 1+ years of Python experience in data science and deep learning
- Self-learner with coursework in ML/DL
- Computer vision: traditional and DL techniques (classification, detection, segmentation)
- Transformers in CV and NLP
- 3D deep learning with Point Clouds, meshes or Voxels
- AI agents for GIS tasks
- Building from scratch / fine-tuning multi-modal foundation models
- Hyperparameter tuning for high accuracy
- Bachelor's degree in CS/engineering from IITs or top-tier colleges
- Existing work authorization in India
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