Between the prototxts, only top data layer is difference, but when I extract the feature of pictures (from same layer, same picture), the output is difference. As follows:
MemoryDataLayer Result:
0 0 3.82127 0 2.06292 0 0 0 0 0 0 0 2.43437 4.78357 0 0 0 0 0.211604 0 0 0 0 0 0 1.10624 0 0 0 0 0 .....
ImageDataLayer result
0 0 2.29276 0 1.23775 0 0 0.214584 0 0 5.27333 0 1.46062 2.87014 0 0 0 0 0.126962 0 13.2942 0 0 0 0 ......
Memory based prototxt:...
ImageDataLayer based prototxt:
layer {
name: "data"
type: "ImageData"
top: "data"
top: "label"
image_data_param {
source:"/_temp/file_list"
batch_size: 1
new_height: 224
new_width: 224
}
}
...
1. I resize the picture when using memory data
2. result is different, and in some