'How to run iterations in Python with mini-batches of 4 pictures from a folder containing 40 pictures in total?
I want to run my image processing algorithm on a batch of 4 images and display the output. Then again, I want to run another iteration with another batch of 4 images, until all the images in my image-containing-folder are processed. Right now, the algorithm processes all pictures in the folder as a single batch.
I will put some codes showing how I am taking images from the folder and how I am creating the list. PS I'm super beginner at this.
def arg_parse():
parser.add_argument("--images",
dest='images',
help="Image / Directory containing images to vehicle detection upon",
default="vehicles-on-lanes",
type=str)
......
images = args.images
imlist = [
osp.join(osp.realpath('.'), images, img) for img in os.listdir(images)
]
Solution 1:[1]
Simply split list into smaller sublists imlist[0:4], imlist[4:8], ... ,imlist[n:n+4] and run your function(s) with every sublist separatelly
In this situation can be useful for-loop with range(len())
for n in range(0, len(imlist), 4):
your_function( imlist[n:n+4] )
Sources
This article follows the attribution requirements of Stack Overflow and is licensed under CC BY-SA 3.0.
Source: Stack Overflow
| Solution | Source |
|---|---|
| Solution 1 | furas |
