||We are preparing our software for delivery, and we have the following questions:
1. The Final Testing Guide does not mention the val subdirectory of data. It only specifies the train directory. May we assume the val directory will be present in the same structure it is in fmow-rgb and fmow-full?
2. The Final Testing Guide says nothing about the false_detection data that you provided. May we assume that it too will be accessible?
3. The Final Testing Guide does not specify how the locations of the train (and val) data for the two datasets, fmow-rgb and fmow-full, will be specified. They will most likely be in separate locations.
4. During training, we will need to store intermediate files such as cropped images and model weights. How will this storage location be specified to the train.sh script?
May we suggest the following sample call to the training script, with the understanding that each of the two directories, /data/fmow-rgb and /data/fmow-full, will have three subdirectories named train, val, and false_detection?
./train.sh /data/fmow-rgb /data/fmow-full /temporary/storage/location
So, the train images for fmow-rgb will be in /data/fmow-rgb/train, the val images for fmow-full will be in /data/fmow-full/val, the false_detection images for fmow-rgb will be in /data/fmow-rgb/false_detection, and so on. The structure of the subdirectories and files should be exactly the same as they are in the original deliveries you gave us, and we recommend that you define this structure clearly in an addendum to the Final Testing Guide. (You defined this structure for train. It just needs to be extended to val and false_detection for each of the two buckets.)