Delete image_proprocessing.py

image_proprocessing.py

-#!/usr/bin/env python3
-# -*- coding: utf-8 -*-
-"""
-@author: Gunasinghe M.D.
-"""
-
-# Image Preprocessing for train, test and validation sets
-
-import os
-import random
-import glob
-
-
-def prepare_test_data(n):
-    base_path = "shapes"
-    f1 = random.sample(glob.glob(os.path.join(base_path, "test/circles") + "/*"), n)
-    f2 = random.sample(glob.glob(os.path.join(base_path, "test/squares") + "/*"), n)
-    f3 = random.sample(glob.glob(os.path.join(base_path, "test/triangles") + "/*"), n)
-    for c in f1:
-        os.remove(c)
-    for s in f2:
-        os.remove(s)
-    for t in f3:
-        os.remove(t)
-
-def prepare_validation_data(n):
-    base_path = "shapes"
-    f1 = random.sample(glob.glob(os.path.join(base_path, "validation/circles") + "/*"), n)
-    f2 = random.sample(glob.glob(os.path.join(base_path, "validation/squares") + "/*"), n)
-    f3 = random.sample(glob.glob(os.path.join(base_path, "validation/triangles") + "/*"), n)
-    for c in f1:
-        os.remove(c)
-    for s in f2:
-        os.remove(s)
-    for t in f3:
-        os.remove(t)
-
-# n = number  of samples to remove from each categorical folder
-prepare_test_data(70)
-prepare_validation_data(40)
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