Python Deep Learning Projects

Module 1 – crop_resize_transform.py

This Python file contains the image_cropping(), image_resize(), and model_data() functions, as shown:

"""This module contains functions to crop and resize images."""import osimport cv2 as cvimport numpy as npimport pandas as pddef image_cropping(image_id, joints, crop_pad_inf=1.4, crop_pad_sup=1.6,                   shift=5, min_dim=100):    """Crop Function."""    # # image cropping    # load the image    image = cv.imread('FLIC-full/images/%s' % (image_id))    # convert joint list to array    joints = np.asarray([int(float(p)) for p in joints])    # reshape joints to shape (7*2)    joints = joints.reshape((len(joints) // 2, 2))    # transform joints to list of (x,y) tuples    posi_joints = [(j[0], j[1]) for j in joints if j[0] > 0 and j[1] > 0] # obtain ...