Closed amishparekh closed 7 months ago
Hi @amishparekh,
I'm personally not too familiar with that dataset, but have you already referenced the information in the BigSmall repo on preprocessing here? Also, for reference, the BP4D+ dataset's directory structure should be this as per our toolbox's README:
RawData/
| |-- 2D+3D/
| |-- F001.zip/
| |-- F002.zip
| |...
| |-- 2DFeatures/
| |-- F001_T1.mat
| |-- F001_T2.mat
| |...
| |-- 3DFeatures/
| |-- F001_T1.mat
| |-- F001_T2.mat
| |...
| |-- AUCoding/
| |-- AU_INT/
| |-- AU06/
| |-- F001_T1_AU06.csv
| |...
| |...
| |-- AU_OCC/
| |-- F00_T1.csv
| |...
| |-- IRFeatures/
| |-- F001_T1.txt
| |...
| |-- Physiology/
| |-- F001/
| |-- T1/
| |-- BP_mmHg.txt
| |-- microsiemens.txt
| |--LA Mean BP_mmHg.txt
| |--LA Systolic BP_mmHg.txt
| |-- BP Dia_mmHg.txt
| |-- Pulse Rate_BPM.txt
| |-- Resp_Volts.txt
| |-- Respiration Rate_BPM.txt
| |...
| |-- Thermal/
| |-- F001/
| |-- T1.mv
| |...
| |...
| |-- BP4D+UserGuide_v0.2.pdf
Not sure if that helps. @girishvn should be able to reply back to this issue when he has time to.
Hi @amishparekh,
Sorry for the late reply. As @yahskapar mentioned, the above is the directory structure of the BP4D+ dataset
The preprocessed data directory structure of BP4D+ is very similar to that of the other datasets in this tool box. It is as follows:
BP4D_BigSmall_Preprocessed_DataDir | |-- F001T1_input0.pickle | |-- F001T1_label0.npy | |-- M001T8_input0.pickle | |-- F001T8_label0.npy | |-- F001T10_input0.pickle | | ...
Note that for BP4D+ the input file is a pickle format - a dictionary holding the video frames and the corresponding labels values.
Hope the above helped. Closing this issue - feel free to open it if something comes up.
Hi, Due to huge size of the data of BP4D+, we are getting some ram issues.. Is it possible to share the data directory structure for preprocessed BP4d+ dataset. We wanted to try out the models and hence trying to tweak some codes as well, but not able to understand the structure of the preprocessed BP4d+.. I guess because of the RAM we are not able to load the data.