Night Owl: Face Detection Under Low-Light Conditions

By Bo Peng, Tianyi Qiu, Yi Qian. Names are ordered alphabetically.

Course project for Intro to AI (CV track), ranked 1st out of ~15 teams on the main metric (DARKFACE mAP)
See presentation.pdf for slides in Chinese
Combining & enhancing SOTA deep learning models (SCI+MogFace)
Designed & tested innovative approaches for improvement
Analyzed & improved the robustness and interpretability of the model

Name		Name	Last commit message	Last commit date
Latest commit History 20 Commits
DUAL_DSFD_no-finetune		DUAL_DSFD_no-finetune
Pseudo-Labeling		Pseudo-Labeling
SCI_MogFace_finetuned_DARKFACE		SCI_MogFace_finetuned_DARKFACE
SCI_MogFace_finetuned_PKUCVFACE		SCI_MogFace_finetuned_PKUCVFACE
VEDIO_demo/vedio		VEDIO_demo/vedio
ZeroDCE_DSFD_finetuned_PKUCVFACE_for_adversarial_attack_and_interpretability		ZeroDCE_DSFD_finetuned_PKUCVFACE_for_adversarial_attack_and_interpretability
ZeroDCE_SCI_DSFD_finetuned_DARKFACE_PKUCVFACE		ZeroDCE_SCI_DSFD_finetuned_DARKFACE_PKUCVFACE
.gitignore		.gitignore
README.md		README.md
presentation.pdf		presentation.pdf

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