import pandas as pd
import numpy as np

def get_image_data() :

    # flickr = pd.read_csv('data/results.csv', sep='|')
    image_data_df = pd.read_csv ('data/output2.csv')

    image_data_df['text_embeddings'] = image_data_df['text_embeddings'].apply(lambda x: np.fromstring(x[2:-2], sep=' ')).values
    image_data_df['text_embeddings'] = image_data_df['text_embeddings'].apply(lambda x: np.reshape(x, (1, -1)))

    return image_data_df