April 2020
Intermediate to advanced
438 pages
12h 2m
English
Content preview from Python Image Processing Cookbook
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Getting ready
First, download the Numta dataset from https://www.kaggle.com/BengaliAI/numta and extract the images in the images/Numta folder. Import the required libraries to implement the RBM with PyTorch:
import osfrom glob import globimport pandas as pdimport numpy as npimport torchimport torch.utils.dataimport torch.nn as nnimport torch.nn.functional as Fimport torch.optim as optimfrom torch.autograd import Variablefrom torchvision import datasets, transformsfrom torchvision.utils import make_grid , save_imagefrom torch.utils.data import DataLoader
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