mnist Questions
4
Solved
I am using tensorflow to import some MNIST input data. I followed this tutorial...https://www.tensorflow.org/get_started/mnist/beginners
I am importing them as so...
from tensorflow.example...
Stanleigh asked 20/2, 2017 at 20:30
1
Solved
I have two identical neural networks running on two separate computers (to reduce the time taken to train the network), each having a subset of a complete data set (MNIST).
My question is; can I c...
Indemnification asked 23/4, 2018 at 18:49
3
Solved
TensorFlow as build it a nice way to store data. This is for example used to store the MNIST data in the example:
>>> mnist
<tensorflow.examples.tutorials.mnist.input_data.read_data_se...
Buttonhole asked 18/12, 2015 at 17:35
1
Solved
I have followed the TensorFlow MNIST Estimator tutorial and I have trained my MNIST model.
It seems to work fine, but if I visualize it on Tensorboard I see something weird: the input shape that th...
Luker asked 9/4, 2018 at 19:25
1
Solved
I am using TensorFlow 1.7 with Python 3.6.5 on a Mac with High Sierra.
I have trained my first MNIST model, so I basically have
a graph.pbtxt file with the CNN graph structure
some model.ckpt-2...
Laudatory asked 6/4, 2018 at 8:36
4
Solved
My data set is the MNIST from Kaggle
I am trying to use the image function to visualise say the first digit in the training set. Unfortunately I am getting the following error:
>image(1:28, 1:...
2
I am a beginner in Tensorflow and I want to build an OCR model with Tensorflow that detects Arabic words from cursive Arabic fonts (i.e. joint Arabic handwriting). Ideally, the model would be able ...
Dukie asked 20/1, 2018 at 16:15
2
Solved
I have been trying to use transfer learning for MNIST dataset using VGG/Inception. But both of these networks accept images of atleast 224x224x3 size. How can i rescale the 28x28x1 MNIST images to ...
Unwashed asked 17/12, 2017 at 6:16
3
Solved
I am trying to use the mnist_data for hand written digit recognition.Now i tried this code to load the data.
import cPickle
import numpy as np
def load_data():
f = open('G:/thesis paper/data se...
1
Here is the example I am testing on MNIST dataset for quantization. I am testing my model using below code:
import tensorflow as tf
from tensorflow.examples.tutorials.mnist import input_data
fro...
Garbers asked 26/11, 2017 at 1:21
0
Can anyone give me any hints why XLA-JIT has better performance on CPU backend?
I tried TensorFlow without and with XLA-JIT (manual mode) on mnist benchmark on a single CPU. Using XLA-JIT achieves ...
Aunt asked 24/11, 2017 at 4:29
2
Solved
Regarding the MNIST tutorial on the TensorFlow website, I ran an experiment (gist) to see what the effect of different weight initializations would be on learning. I noticed that, against what I re...
Nerissa asked 19/4, 2017 at 7:53
1
I'm trying to create my own version of MNIST data. I've converted my training and testing data to the following files;
test-images-idx3-ubyte.gz
test-labels-idx1-ubyte.gz
train-images-idx3-ubyte.g...
2
I want to run keras on anaconda for convolution neural network using mnist handwriting recognition. A day before everything worked fine but as I try to run the same program, i get the following err...
Jennelljenner asked 8/6, 2017 at 20:4
4
How can I train the model to recognize five numbers in one picture.
The code is as follows:
from keras.layers import Conv2D
from keras.layers import MaxPooling2D
from keras.layers import Flatten
f...
Obsecrate asked 5/4, 2017 at 7:57
3
Solved
I've written the following simple MLP network for the MNIST db.
from __future__ import print_function
import keras
from keras.datasets import mnist
from keras.models import Sequential
from keras....
Stolzer asked 23/7, 2017 at 13:9
2
Solved
I have few questions about batch training of neural networks.
First, when we update weights using batch training, the amount of change is accumulated gradients for the batch size. In this case, th...
Clair asked 18/7, 2017 at 7:55
2
Solved
I am new in Tensorflow and I am trying to build model which will be able to perform OCR on my images. I have to read 9 characters (fixed in all images), numbers and letters. My model would be simil...
Adjuvant asked 25/4, 2017 at 12:21
2
Solved
I'm following udacity MNIST tutorial and MNIST data is originally 28*28 matrix. However right before feeding that data, they flatten the data into 1d array with 784 columns (784 = 28 * 28).
For e...
Otolith asked 15/6, 2017 at 16:4
3
Solved
I'm a newbie in machine learning and I am following tensorflow's tutorial to create some simple Neural Networks which learn the MNIST data.
I have built a single layer network (following the tutot...
Melanie asked 1/7, 2016 at 4:16
7
Solved
I want to make a program to recognize the digit in an image. I follow the tutorial in scikit learn .
I can train and fit the svm classifier like the following.
First, I import the libraries and dat...
Hierarch asked 22/7, 2016 at 6:35
3
Solved
I am trying a simple demo code of tensorflow from github link.
I'm currently using python version 3.5.2
Z:\downloads\tensorflow_demo-master\tensorflow_demo-master>py Python
3.5.2 (v3.5.2:4def2...
Enterovirus asked 9/2, 2017 at 5:21
2
Solved
This is the sample MNIST code I am running:
from tensorflow.examples.tutorials.mnist import input_data
mnist = input_data.read_data_sets('MNIST_data', one_hot=True)
import tensorflow as tf
sess =...
Konyn asked 22/8, 2016 at 9:53
1
Solved
For example, I have CNN which tries to predict numbers from MNIST dataset (code written using Keras). It has 10 outputs, which form softmax layer. Only one of outputs can be true (independently for...
Applejack asked 11/1, 2017 at 11:2
1
Solved
I'm working on running CNN inference for MNIST on iOS. There is a good code sample from Apple to start.
https://developer.apple.com/library/content/samplecode/MPSCNNHelloWorld/Introduction/Intro.ht...
Dextrality asked 26/11, 2016 at 2:55
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