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Updated 4 years ago
This is a model to recognize facial expressions, using LOGISTIC REGRESSION.
import torch
import torchvision
import tarfile
import torch.nn as nn
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
%matplotlib inline
from torchvision.datasets import ImageFolder
from torchvision.transforms import ToTensor
from torchvision.utils import make_grid
from torch.utils.data import Dataset, DataLoaderdata_directory ='../input/expressions/fer2013.csv'data_df = pd.read_csv(data_directory)
data_df.head(4)print(len(data_df))35887