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kevinhkhsu / DA_detection

Progressive Domain Adaptation for Object Detection
MIT License
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About Cross Camera Adaptation #9

Open jizefeng0810 opened 4 years ago

jizefeng0810 commented 4 years ago

Thank you for sharing the code. Could you provide synthetic KITTI images used in KITTI-> Cityscapes? I used cycleGAN to synthesize images according to the paper, but the result was only improved by 1.0%. I tried to adjust the parameters, etc., but still couldn't get an effective improvement. Do you have any suggestions?

kevinhkhsu commented 4 years ago

You can use the pre-trained CycleGAN weights I used to generate the synthetic images, please follow the instructions in the "Generate synthetic data with CycleGAN" section of the README file. For training, our experience is to have an early stop in the second stage, the model seems to overfit afterward.