- shape
- resize
- INTER_AREA
OpenCV resize (rescale) images
- To reduce the computation power needed to process the image (or video)
examples/opencv/resize_image.py
import cv2 as cv import sys if len(sys.argv) != 3: exit(f"Usage: {sys.argv[0]} FILENAME SCALE where scale is 0.75 or some similar number between 0 and 1") filename = sys.argv[1] scale = float(sys.argv[2]) original = cv.imread(filename) cv.imshow('Original', original) height, width, colors = original.shape new_height = int(height * scale) new_width = int(width * scale) resized = cv.resize(original, (new_width, new_height), interpolation=cv.INTER_AREA) cv.imshow('Resized', resized) cv.waitKey(0)
- Works on images, videos, live videos
- Try to resiz the image to be larger than the original using either INTER_AREA or INTER_LINER or INTER_CUBIC.
- Cubic is slower but better quality