运行命令
docker run \
--env BACKBONE="vgg16" \
--env GPG_KEY="E3FF2839C048B25C084DEBE9B26995E310250568" \
--env HOME="/root" \
--env HOSTNAME="2b33e811ffb4" \
--env INPUT_PATH="/INPUT" \
--env LANG="C.UTF-8" \
--env OLDPWD="" \
--env OUTPUT_FILE="/tmp/wind_service_backend/rcnn58bcbfcac04411f0baa20242ac1c0004/tmpp79dhtzz/output.jsonl" \
--env OUTPUT_PATH="/tmp/wind_service_backend/rcnn58bcbfcac04411f0baa20242ac1c0004/tmpp79dhtzz" \
--env PATH="/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin" \
--env PROCESS="attack" \
--env PWD="/project" \
--env PYTHON_VERSION="3.8.20" \
--env REMOTE_MODEL_URL="" \
--env SHLVL="1" \
--env TERM="xterm" \
--env adversarial_detections="True" \
--env adversarial_samples_name="adversarial_samples_kitti_fgsm.zip" \
--env attack_method="FGSM" \
--env bbox_iou_change="True" \
--env class_change_rate="True" \
--env comparison_baseline="original" \
--env computational_cost="True" \
--env confidence_distribution="True" \
--env confidence_reduction="True" \
--env dataset_id="3b353003-3828-406b-888c-bbdfc3371cfc" \
--env detection_drop_rate="True" \
--env device_ids="0,1" \
--env evaluation_mode="comparison" \
--env false_detections="True" \
--env human_perceptibility="True" \
--env inference_time="True" \
--env l0_norm="True" \
--env l2_norm="True" \
--env linf_norm="True" \
--env memory_usage="True" \
--env missed_detections="True" \
--env model_id="ae76f4d2-3ddb-4ff0-93d5-2640d380737b" \
--env model_type="object_detection" \
--env original_detections="True" \
--env original_samples_name="original_samples_kitti.zip" \
--env performance_degradation="0.5" \
--env perturbation_alert="0.1" \
--env psnr="True" \
--env real_time_metrics="current_success_rate,detection_accuracy_drop,confidence_reduction,perturbation_visibility,processing_throughput" \
--env ssim="True" \
--env structural_similarity="True" \
--env success_rate_alert="0.7" \
--env target_model="fasterrcnn" \
--env throughput="True" \
wind-service-rcnn \
python main.py
运行输出
容器内文件系统
