Delete similarity.py

similarity.py

@@ -1,40 +0,0 @@
-import base64
-import io
-from typing import List
-from skimage.metrics import structural_similarity as ssim
-import cv2
-import numpy as np
-import requests
-from PIL import Image
-
-from models import RequestModel, ResponseModel
-
-
-def load_image_url(source):
-    if source.startswith('http'):
-        img = Image.open(requests.get(source, stream=True).raw)
-    else:
-        img_data = base64.b64decode(source)
-        img = Image.open(io.BytesIO(img_data))
-
-    img = np.array(img.convert('L'))
-    return img
-
-
-def check_similarity(images: List[RequestModel]):
-    print(f'checking similarity...')
-
-    original_image = load_image_url(images[0].source)
-    original_image_shape = original_image.shape
-
-    results = []
-
-    for i in range(1, len(images)):
-        image = load_image_url(images[i].source)
-        image = cv2.resize(image, original_image_shape[::-1])
-        s, _ = ssim(original_image, image, full=True)
-        similarity_score = (s + 1) * 50
-        response = ResponseModel(originId=images[i].originId, sequence=images[i].sequence,
-                                 assetCode=images[i].assetCode, similarity=similarity_score)
-        results.append(response)
-    return results