I'm trying to customize the data loader for YOLO to be able to process specific data from non-image source e.g. loading directly from binary file, and also to support multi-dimensional data (channels >3). I was looking at detector.c and see that darknet detector seems to mainly use load_data() and load_data_in_thread() functions for loading data. However looking further I couldn't see the detailed info of how those functions actually get the data e.g. handle the path, IO, communication with GPU, etc, but only info about thread handling. Am I missing anything here?
Please share some pointers for this if possible, I would appreciate them. Thank you.
AlexeyAB
commented
4 years ago
Hello,
I'm trying to customize the data loader for YOLO to be able to process specific data from non-image source e.g. loading directly from binary file, and also to support multi-dimensional data (channels >3). I was looking at
detector.cand see that darknet detector seems to mainly useload_data()andload_data_in_thread()functions for loading data. However looking further I couldn't see the detailed info of how those functions actually get the data e.g. handle the path, IO, communication with GPU, etc, but only info about thread handling. Am I missing anything here?Please share some pointers for this if possible, I would appreciate them. Thank you.