Table 2 Performance of Random Forest Model in Identifying Brick Kiln Points Across Different Regions and Subsequent YOLO Detection Results.
From: Brick Kiln Dataset for Pakistan’s IGP Region Using AI
Region | Total Points Identified by RF | Brick Kilns Detected by YOLO | Percentage Detected (%) |
|---|---|---|---|
Northern Punjab and KP | 9,337 | 6,706 | 71.8% |
Sindh and Southern Punjab | 11,536 | 4,271 | 37.0% |
Regions without Sentinel-2 Imagery (Google Maps Static API only) | — | 301 | — |
Total | 20,873 | 11,277 | 54.0% |
