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EVREAL Downstream Tasks

Object Detection

conda activate evreal
python eval.py -m E2VID FireNet E2VID+ FireNet+ SPADE-E2VID SSL-E2VID ET-Net HyperE2VID -c std -d MVSEC_night_1
python tools/extract_gt_images.py data/MVSEC/outdoor_night1_data/ outputs/std/MVSEC_night_1/outdoor_night1_data/groundtruth
conda activate evreal-tools
cd downstream_tasks/detection
bash detect_all.sh
python pascal_voc_map.py

Image Classification

conda activate evreal-tools
gdown 1Gr8bxBSV2hwqPF8SkkT7fK9YzZSje9U8 -O downstream_tasks/classification/
conda activate evreal
python eval.py -m E2VID FireNet E2VID+ FireNet+ SPADE-E2VID SSL-E2VID ET-Net HyperE2VID -c t60ms -d NCaltech101 
python tools/organize_NCaltech101_recons.py 
python downstream_tasks/classification/classifier.py

Camera Calibration

conda activate evreal
python eval.py -m E2VID FireNet E2VID+ FireNet+ SPADE-E2VID SSL-E2VID ET-Net HyperE2VID -c std_all -d ECD_calib
python tools/extract_gt_images.py data/ECD/calibration/ outputs/std_all/ECD_calib/calibration/groundtruth
cd downstream_tasks/calibration/
conda activate evreal-tools
bash calib_all.sh
python get_mape.py