Interactive Simulation for Satellite Imagery Analysis with SSOD & ZSOD
Upload a satellite image, then simulate different AI detection methods (Single-Shot, Few-Shot, Zero-Shot). Use the annotation tools to correct AI predictions or add new labels, demonstrating the crucial role of human feedback.
These charts illustrate the conceptual impact of human intervention on model performance and efficiency over simulated HIL cycles.
Tracks the Mean Average Precision on novel classes over successive HIL cycles, showing clear performance gains.
Shows how human-corrected data becomes a vital part of the dataset used for fine-tuning the model.
As the model learns from human feedback, the percentage of low-confidence detections it produces steadily decreases.