Data and Models
Data and models used in this paper are available in this release.
The data.zip folder will contain the following files:
. # data.zip
├── models # contains all models
│ ├── yolov3
│ ├── maskrcnn
│ ├── gtsrbcnn
│ │ │── cvpr18 # taken from cvpr18 paper
│ │ │── cvpr18iyswim # above with input randomization layer added
│ │ │── usenix21 # architecture from cvpr18 but re-trained
│ │ └── usenix21adv # above but trained with adversarial loss
│ └── lisacnn # same subfolders as gtsrbcnn
├── indoor # data used in indoors experiment
│ ├── objects # target objects cutouts
│ ├── profile # profiling data, used to fit projection model
│ │ │── 120/stop_sign/all_triples.csv # file used in 120 lux, for stop sign target
│ │ └── ...
│ └── optimize
│ │── 120/stop_sign/yolov3/_best_projection.png # projection image used for 120 lux, stop sign, yolov3 model
│ └── ...
├── outdoor # data used in outdoors experiment
└── datasets # image datasets used for re-training
├── gtsrb
└── lisa