These are chat archives for beniz/deepdetect

16th
Nov 2017
rperdon
@rperdon
Nov 16 2017 14:13 UTC
What tips can you give to finetune resnet to kick up the accuracy?
Emmanuel Benazera
@beniz
Nov 16 2017 14:18 UTC
get the Resnet-50 weights, and then use the 'finetune':true parameter to finetune from it.
rperdon
@rperdon
Nov 16 2017 14:19 UTC
Where do I put this parameter?
It is not in the API
it is finetuning: true
rperdon
@rperdon
Nov 16 2017 14:20 UTC
Ah its in the example page.
Emmanuel Benazera
@beniz
Nov 16 2017 14:20 UTC
it is all in the API, look carefully
rperdon
@rperdon
Nov 16 2017 14:21 UTC
I was using the search function to look for finetune
When I searched finetuning I got 1 hit in the API page: weights string yes empty Weights filename of a pre-trained network (e.g. for finetuning or resuming a net)
Emmanuel Benazera
@beniz
Nov 16 2017 14:23 UTC
finetuning bool yes false Whether to prepare neural net template for finetuning (requires weights)
rperdon
@rperdon
Nov 16 2017 14:26 UTC
Is that all there is to finetuning? add the model file and set true?
Are there other parameters than learning rate that I should tweak?
Emmanuel Benazera
@beniz
Nov 16 2017 14:27 UTC
look at the example carefully. set the weights, and use the finetuning, everything else is done by the server.