Benjamin Deguerre

Results 13 comments of Benjamin Deguerre

Hi, do you have anyway to check your gpu utilization ? Under ubuntu I use `nvidia-smi -q -g 0 -d UTILIZATION -l`. If you're not at a 100% of gpu...

@liu6381810 if you modified nothing, the batches are of size 16, as for the one step it is suppose to go that way, from what I see, you should have...

@liu6381810 Yes and no, it is true that you generate batches of 16 out of the total number of images in the generate() function, but when you do `history =...

@liu6381810 As far as I understand, the targets have the same shape as the predictions. For the prediction, the first 4 cells in the array are the regressed location of...

@liu6381810 No problem. Actually, because of the size of my images I had the problem of small detection, but in my case it was about (6x6) in the (300x300). The...

@ManjeeraJagiri I don't see any modification in the original model so model.save() and load_model() should work both fine (with those method you will have both the model and weights saved...

@liu6381810 I did two things, first I added layers before the VGG16 to be able to input bigger images 1210x1210 (the idea was to be able to extract features more...

Hi, have a look here #60

Hi, it is hard to say exactly, but my guess is that under 30x30 you would have a loss in precision. On the conv4_3 layer, the size of the box...

@Walid-Ahmed If you take a look in the original paper [here](https://arxiv.org/pdf/1512.02325v2.pdf) (this not the latest version but this implementation is based on the v2 of the paper I think) at...