Issues

• Attach dinov3 license in all the dinov3 originated checkpoints !

  hotosm/fAIr-models#76 · Filter by author kshitijrajsharma opened on Nov 2, 2026

• New model proposal: solar PV panel segmentation (prediction-only first)

  hotosm/fAIr-models#74 · Filter by author Dexsholex opened on Oct 27, 2026

• Add support for GPU based knative inference for all models !

  enhancementgood first issuehelp wanted
  hotosm/fAIr-models#70 · Filter by author kshitijrajsharma opened on Oct 19, 2026

• Local setup on Windows/WSL2 + Docker Desktop: five blockers and workarounds

  hotosm/fAIr-models#69 · Filter by author Afolabi-cyber opened on Oct 13, 2026

• unet_buildings vs. hotosm/vhr-building-segmentation: benchmark results and a question on next steps

  hotosm/fAIr-models#66 · Filter by author khalilurrrahmanridoykhan opened on Sep 16, 2026
  1

• Findings from a 6-region configuration study of the shipped fine-tuning pipelines

  hotosm/fAIr-models#59 · Filter by author nilshof01 opened on Jul 30, 2026

• feat : add test code coverage

  hotosm/fAIr-models#42 · Filter by author kshitijrajsharma opened on Apr 19, 2026

• migrate : examples to pytorch lightening

  hotosm/fAIr-models#29 · Filter by author kshitijrajsharma opened on Apr 9, 2026

• feat : add carbon estimation for model training

  hotosm/fAIr-models#23 · Filter by author kshitijrajsharma opened on Apr 9, 2026

• Literature of existing similar efforts

  hotosm/fAIr-models#10 · Filter by author kshitijrajsharma opened on Feb 12, 2026

• Metadata : Have methods to handle downstream tasks

  hotosm/fAIr-models#8 · Filter by author kshitijrajsharma opened on Feb 11, 2026

• Document : Design Choices

  hotosm/fAIr-models#7 · Filter by author kshitijrajsharma opened on Feb 10, 2026
  2

• Stac MlM metadata drafting

  hotosm/fAIr-models#5 · Filter by author kshitijrajsharma opened on Jan 29, 2026
  6

  

• Build Model cards automatically from the metadata submitted

  hotosm/fAIr-models#4 · Filter by author kshitijrajsharma opened on Jan 29, 2026
  2

  

• [Literature] : Model Packaging & Versioning !

  hotosm/fAIr-models#2 · Filter by author kshitijrajsharma opened on Jan 28, 2026
  

• Bring Existing implementation

  hotosm/fAIr-models#1 · Filter by author kshitijrajsharma opened on Jan 28, 2026