Active fire detection on Landsat-8 (test)
98.7PrecisionOp-UNet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Op-UNetChannels=3, Parameters(M)=4.32023.04 | 98.7 | 83.1 | 82.1 | 90.2 | |
| DenseNet121Channels=3, Parameters(M)=12.02023.04 | 86.6 | 68.1 | 61.6 | 76.2 | |
| U-NetChannels=10, Parameters(M)=34.52023.04 | 84.6 | 94.1 | 80.3 | 89.1 | |
| U-NetChannels=3, Parameters(M)=34.52023.04 | 84.2 | 90.6 | 77.4 | 87.3 | |
| ResNet50Channels=3, Parameters(M)=32.52023.04 | 84.2 | 69.2 | 61.3 | 76 | |
| Inception-v3Channels=3, Parameters(M)=29.82023.04 | 84.2 | 68.7 | 60.9 | 75.7 | |
| MobileNet-v2Channels=3, Parameters(M)=8.02023.04 | 82 | 73.6 | 63.4 | 77.6 | |
| U-Net-LightChannels=3, Parameters(M)=2.22023.04 | 76.8 | 93.2 | 72.7 | 84.2 |