Distribution Shift Lane Perception
Dataset Configuration
Source Directory (--source_dir)
Root folder containing source images.
Target Directory (--target_dir)
Root folder containing target images.
Source List Path (--source_list_path)
Text file with relative paths to source images.
Target List Path (--target_list_path)
Text file with relative paths to target images.
Sampling & Model
Source Samples (--src_samples)
Target Samples (--tgt_samples)
Num Runs (--num_runs)
Block Index (--block_idx)
Seed Base (--seed_base)
Batch Size (--batch_size)
Image Size (--image_size)
Calibration Runs (--num_calib)
Alpha (--alpha)
Crop Image (--cropImg)
Synthetic Shift Configuration
Shift Type (--shift)
None (Cross-Domain Mode)
Gaussian Noise
Rotation
Translation
Shear
Zoom
Horizontal Flip
Vertical Flip
Standard Deviation (--std)
Rotation Angle (--rotation_angle)
Width Shift Frac (--width_shift_frac)
Height Shift Frac (--height_shift_frac)
Shear Angle (--shear_angle)
Zoom Factor (--zoom_factor)
No additional parameters required for Horizontal Flip.
No additional parameters required for Vertical Flip.
Logging
Log Directory (--file_location)
Filename (--file_name)
Generated Command
Copy and paste this command into your terminal.
python shift_experiment.py ...
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