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Distilling Image Dehazing With Heterogeneous Task Imitation

This repository contains code for reproducing the paper "Distilling Image Dehazing With Heterogeneous Task Imitation"

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Teacher Training

python src/train_teacher.py --model-name teacher --batch-size 4 --epochs 30 --teacher-lr 0.0001 --train-ratio 0.8 --validation-ratio 0.1 --gt-dir clear --hazy-dir Haze

Student Training

python src/train.py --dataset OTS --model-name teacher student --batch-size 4 --epochs 200 --teacher-lr 0.0001 --train-ratio 0.8 --val-ratio 0.1 --gt-dir clear --hazy-dir Haze --load-best-teacher-model --best-teacher-model-path=model_path.pth

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