FADED: Unlocking Few-Shot Defect Detection via Frequency-Domain Augmentation and Distillation Enhancement

This is a code inplementation of FADED.

02-13-2026 Working in progress!

Name		Name	Last commit message	Last commit date
checkpoints		checkpoints
distillation		distillation
mmdet_fade		mmdet_fade
network		network
tools		tools
README.md		README.md
__init__.py		__init__.py
generate_fdda_dataset.py		generate_fdda_dataset.py
neu_det_data.py		neu_det_data.py
prepare_fdda_fewshot_dataset.py		prepare_fdda_fewshot_dataset.py
prepare_neu_backgrounds.py		prepare_neu_backgrounds.py
requirements.txt		requirements.txt
setup.py		setup.py
tune_mask_threshold.py		tune_mask_threshold.py

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