Gi-z
commented
1 year ago Hi, this is an issue with CSIKit and I'll hopefully resolve it soon.
In the meantime, this issue can be temporarily resolved by deleting the following files from the data directory:
- standup_sofa_1591623785.pcap
- standup_sofa_1591623796.pcap
These captures failed during the data collection stage and do not factor into the overall results. Let me know if this resolves the issue for you 👍
dariabutyrskaya
Hello, I am having similar issues this user, however i try to run another your work WiFi-based Human Activity Recognition using Raspberry Pi.
The actual issue is when the dataset for standup loaded for 50% it halts and throw this errors.
Loaded 52.34% for Activity: standup Loaded 53.27% for Activity: standup Traceback (most recent call last): File "main.py", line 60, in <module> runExperiments(config, datasets, resultsFile) File "main.py", line 46, in runExperiments experiment = Experiment(dataset, config, resultsFile) File "/home/jovyan/work/Wifi_activity_recog_pi/activity_recog/ICTAI-2020-Pi4-Activity-Recognition-main/experiment.py", line 45, in __init__ data = NewPi(config[dataset]["directory"], config[dataset]["config"]) File "/home/jovyan/work/Wifi_activity_recog_pi/activity_recog/ICTAI-2020-Pi4-Activity-Recognition-main/handlers/newpi.py", line 21, in __init__ self.initialiseData(directory, config["downsample"]) File "/home/jovyan/work/Wifi_activity_recog_pi/activity_recog/ICTAI-2020-Pi4-Activity-Recognition-main/handlers/newpi.py", line 123, in initialiseData self.x_all, self.y_all = self.loadDataForActivities(directory, saveToFile=True, downsample=downsample) File "/home/jovyan/work/Wifi_activity_recog_pi/activity_recog/ICTAI-2020-Pi4-Activity-Recognition-main/handlers/newpi.py", line 112, in loadDataForActivities inputArray, outputLabels = self.loadByActivityLabel(directory, activity, activities, saveToFile=saveToFile, windowSize=windowSize, step=step, downsample=downsample) File "/home/jovyan/work/Wifi_activity_recog_pi/activity_recog/ICTAI-2020-Pi4-Activity-Recognition-main/handlers/newpi.py", line 90, in loadByActivityLabel csiOutput = self.loadFromDat(inputFile, windowSize=windowSize, step=step) File "/home/jovyan/work/Wifi_activity_recog_pi/activity_recog/ICTAI-2020-Pi4-Activity-Recognition-main/handlers/newpi.py", line 27, in loadFromDat csi_data = reader.read_file(inputFile) File "/opt/conda/lib/python3.7/site-packages/CSIKit/reader/readers/read_pcap.py", line 284, in read_file data_frames = self.read_frames(self.pcap.frames, scaled, ret_data.bandwidth) File "/opt/conda/lib/python3.7/site-packages/CSIKit/reader/readers/read_pcap.py", line 417, in read_frames if frames[0].payloadHeader["sequence_no"] == frames[-1].payloadHeader["sequence_no"]: IndexError: list index out of range (pi2_env) jovyan@2867d1e59227:~/work/Wifi_activity_recog_pi/activity_recog/ICTAI-2020-Pi4-Activity-Recognition-main$My best guess that it is related somehow to CSIKit. Any idea how to solve it? Thanks :)