Hesam Moshiri

How to train on a custom dataset

6

Hello, How can we pick-up a pre-trained model and re-train it on a custom data-set (user defined data-set)? I have selected the PVANET+ (Compressed) because as I see it shows...

Hi, The GD2 does not work with Arduino UNO. I have changed the CS pin also, however no effect unfortunately

Fine Tuning ...

2

Hi, How to fine-tune the model for a custom dataset with different number of classes? Typically I should handle the pretrained model (I could not find the download link) and...

Hello, I appreciate if you reply these questions. at least nobody will ask these on future. 1) I have created a small dataset on VOC format and I want to...

Size, shape and small differences in classification ...

3

Hello, Consider we have some apples and we want to classify them. apples could differ in shape, size or sign of bruise on them. Does deep learning classification could be...

The code is not compatible with Python 3.x

1

Hi, You have wrote the code in Python 2 and it is obvious from the `print` without parenthesis in the code. But in the description you mentioned about installing the...

Anchors possibly are not in harmony with the annotations

31

Hello, I have a dataset with 1 class which is apple. Apple is an object with almost square annotations, in whatever scales of the object. But when I visualize the...

Training on a custom dataset (would be useful for the rest who face this)

4

Hello I have annotated a custom dataset and I want to train in using a VOC pretrained model (Fine tuning). 1) What steps should I take to train? 2) is...

hello, Would you please update the repo for `Ubuntu 16.04`, `Cuda 8.0` and `cuDNN 5.1` or `cuDNN 6`?

DIGITS's Model Store incomplete list

7

Hello, I opened the Model Store to use FCN Alexnet, but the list only contains 3 models.  it should contain much more models as listed in...