The GRIME AI download manager module offers quick access to NEON data products, including PhenoCam imagery. A second download module provides access to USGS imagery and streamflow data.

The GRIME AI Feature Extraction module allows color analysis and scalar feature calculation for user-selected regions of interest (ROIs) and whole images. 

GRIME AI Features

GRIME AI is a Windows program for accessing open data, including images. Current functionality includes a download manager for NEON/PhenoCam sites. Image processing and machine workflows are also being developed for use with public data or imagery from your own field sites.

• Latest Windows Installer: contact us
• How to: 
  • User Guide (limited features)
  • GitHub Wiki (in development)

• The NEON/PhenoCam download manager module allows quick and easy access to paired imagery and sensor data.
• The USGS (HIVIS) download manager module quickly acquires imagery and, if available, streamflow data.
• Image triage is the removal of low-information images, such as scenes obscured by fog or ice on the camera lens.
• Image processing features in GRIME AI allow the selection and analysis of regions of interest (ROI) in images to extract scalar image features.
• Composite image slice generates composite images from slices of consecutive images.
• Mask generator creates binary masks from COCO files.
• Model builder generates segmentations models by tuning SAM2 using your annotated image dataset.
• And much more…