ProGamerGov

> How’s your disk space? If one takes snapshots often they can fill a disk suprisingly fast. Happened to me once with a 240 GB SSD. The space was full...

> If the disk got full while saving the snapshot, then the snapshot is likely to be corrupted. Try an earlier one. I'll definitely check out that possibility, training was...

Here are the test results for iteration 11500: ``` I0801 00:14:02.203501 3971 caffe.cpp:308] Batch 49, accuracy@5 = 0.166667 I0801 00:14:02.203507 3971 caffe.cpp:313] Loss: 0 I0801 00:14:02.203533 3971 caffe.cpp:325] accuracy =...

Whenever I add "type: "AdaDelta" to my solver.prototxt file, it gives me the following error: In my solver.prototxt, I put: `type: "AdaDelta"` ``` ubuntu@ip-Address:~/caffe$ ./build/tools/caffe train -solver models/vgg16_finetune/solver.prototxt -weights models/vgg16_finetune/VGG16_SOD_finetune.caffemodel...

Do you know of any scripts/programs I can use to create the labels for data sets? I think their are a few more problematic categories I want to purge, and...

> However, once I created a dataset out of my own photos by using a places-205 model to output labels. In this way I got a file with file paths...

> The amount of training images could also be a problem. One needs a lot. I had only some 2600 total for the 168 labels, and that is far too...

> But I don't know how useful that model would be. The model would learn something about style, but not necessarily enough about objects and features like lines and shapes...

My current experiment seems to actually produce a better result than the original Places 365 Hybrid model: 

Should I manually reshuffle my LMDB files every epoch? --- Also, can I have multiple categories for a single image in Caffe if it can fall under multiple categories? Like...