lofar_detection

Experiment configuration files

These files contain the settings we used for the experiments in our paper

Classification backbone experiments (Table 1)

• uLB300_fast_R50_removed_withRot_constantLR.yaml
• uLB300_fast_X50_removed_withRot_constantLR.yaml
• uLB300_fast_R101_removed_withRot_constantLR.yaml
• uLB300_fast_X101_removed_withRot_constantLR.yaml

Learning rate decay experiments (Table 2)

• uLB300_fast_R50_removed_withRot_constantLR.yaml
• uLB300_fast_R50_removed_withRot_stepLR.yaml
• uLB300_fast_R50_removed_withRot_cosineLR.yaml

Unresolved source removal experiments (Figure 6)

• uLB300_fast_R50_removed_withRot_constantLR.yaml
• uLB300_fast_R50_withRot_constantLR.yaml

Rotational data augmentation experiments (Figure 6)

• uLB300_fast_R50_removed_withRot_constantLR.yaml
• uLB300_fast_R50_removed_constantLR.yaml

Final model:

• uLB300_fast_R50_removed_withRot_constantLR.yaml