Demos

Proof runs from the RailCompute workflow.

Small, inspectable fine-tuning runs that show what RailCompute can produce: model artifacts, metrics, outputs, notes, and a clear disclosure of limitations.

Before and after PCB defect detections from the RailCompute proof run
Computer vision Published proof run

PCB defect detection

A six-class object-detection run for manufacturing inspection images. The goal is not a SOTA claim; it is a clear demonstration of an automated fine-tuning workflow producing usable model artifacts.

mAP@500.9903
Recall0.9896
Epochs80
View run GitHub