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Questions tagged [nvidia-digits]

NVIDIA Deep Learning GPU Training System (DIGITS) is a GUI for training and developing deep neural networks.

See more on NVIDIA's site.
You can also help developing DIGITS on its github.

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What should be inside the zip file for upload pretrained model into DIGITS?

I want to upload pretrained model to DIGITS. If I use zip file does not accept file. What should inside the zip file? How can I upload pretrained model live VGG-19 into DIGITS and use it for different dataset? How can I fine tune the new model for…
Farshid PirahanSiah
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How to use new pretraining model with different dataset in DIGITS (different labels)?

I want to use VGG_ILSVRC_19_layers as a pretrained model in digits but with different dataset. Do I need different label files? How can I upload this model and use it for my dataset? for the VGG 16 layers I got ERROR: Cannot copy param 0 weights…
Video Analysis Deep Learning
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Why the result of DIGITS and OpenCV 3.1 is different?

I use DIGIT to classify (I test GoogLeNet with Adaptive Gradient, Stochastic gradient descent, and Nesterov's accelerated gradient). The images are color and 256*256. After training I use "Test a single image" option and test one image. The result…
Video Analysis Deep Learning
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Using bvlc_googlenet as pretrained model in digits - errors

digits 4.0 0.14.0-rc.3 /Ubuntu (aws) training a 5 class GoogLenet model with about 800 training samples in each class. I was trying to use the bvlc_imagent as pre-trained model. These are the steps I took: downloaded imagenet from…
Santino
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can we run digits or caffe on Mac without GPU?

I have seen caffe installation for Mac. But I have a question. If my Mac does not have GPU, then I have no chances to use GPU?? and I have to use CPU-only? or I have the chance of using (virtual!) GPU by NVIDIA web driver? Moreover, can I have…
user6352340
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Nvidia DIGITS - more than top 5 predicted classes

I am using nvidia-digits to train a CNN and get predictions. However the .../classify_one.json returns top 5 predictions by default. I need a larger n, how can I modify my request param to get the top n for example? I couldn't find anything in…
Santino
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How do I interpret pycaffe classify.py output?

I created a GoogleNet Model via Nvidia DIGITS with two classes (called positive and negative). If I classify an image with DIGITS, it shows me a nice result like positive: 85.56% and negative: 14.44%. If it pass that model it into pycaffe's…
pogopaule
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Call NVIDIA Digits API from Android application

I am trying to call the running instance of DIGITS from a front-end Android mobile application. DIGITS provides a REST API so the curl command would be: curl http://192.168.0.10:5000/models/images/classification/classify_one.json -XPOST -F…
belas
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CNN with 2000 classes?

I need to classify images into one of 2000 classes. I am using the Nvidia DIGITS + caffe (GoogLeNet) and provided 10K samples per class (so a whopping 20 million images, ~1Tb data!). But the data prep ("create db") task itself is being estimated to…
Santino
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Caffe web demo error when running a model trained on Digits

I trained a neural network model on Digits and it seemed to run fine there. Then i exported the trained model files and copied them into a different system running the standard caffe web demo. I hoped to just be able to plug those files in and…
user2284821
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Attribute error in NVDIA DIGITS installation

I tried to install NVIDIA DIGITS on ubuntu 14.04 I followed this website to install all the pre-requisites: https://github.com/NVIDIA/DIGITS/blob/master/docs/BuildDigits.md I couldn't set up the server The command: ./digits-devserver returned…
Ferin
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How can I use hyperspectral images with nvdia digits ( caffe )?

I have an image which has 48 bands. I used PCA then band number is reduced to 12 for representing %99.9 data. But png, jpg hold only 3 bands. How can I use hyperspectral images with Nvidia digits ( Caffe )? I tried to combine 4 pictures with 3…
o_O
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Docker Windows host - Installing nVidia driver on the Linux VM used for Linux containers

I'm trying to use DIGITS from nVidia on my Windows machine without building it myself. I thought it's easier to use Docker (starting to change my mind). My understanding is that Docker on Windows is basically using a Linux VM to actually run…
SpaceMonkey
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Cannot copy param 0 weights from layer 'conv1/7x7_s2/bn'; shape mismatch. Caffe Error

I trained pretrained GoogleNet(caffe) on Digits. The training went well and testing in Digits UI show no problem whatsoever. But when I export model and try to use example.py that digits provided. This error came up. Cannot copy param 0 weights…
asiandudeCom
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Error in Using Nvidia DIGITS trained Models in OpenCV

I Trained my model using DIGITS ( NVCaffe) and I use it in opencv similar to opencv example that use .prototxt & .caffemodel and i tested it and work good. But when I use Models that trained by digits i got this error: OpenCV Error: Assertion failed…
Yasin Kumar
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