Created
October 5, 2019 09:12
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Tkinter Image classification GUI
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from os import listdir, rename | |
from os.path import isfile, join | |
import tkinter as tk | |
from PIL import ImageTk, Image | |
IMAGE_FOLDER = "./images/unclassified" | |
images = [f for f in listdir(IMAGE_FOLDER) if isfile(join(IMAGE_FOLDER, f))] | |
unclassified_images = filter(lambda image: not (image.startswith("0_") or image.startswith("1_")), images) | |
current = None | |
def next_img(): | |
global current, unclassified_images | |
try: | |
current = next(unclassified_images) | |
except StopIteration: | |
root.quit() | |
print(current) | |
pil_img = Image.open(IMAGE_FOLDER+"/"+current) | |
width, height = pil_img.size | |
max_height = 1000 | |
if height > max_height: | |
resize_factor = max_height / height | |
pil_img = pil_img.resize((int(width*resize_factor), int(height*resize_factor)), resample=Image.LANCZOS) | |
img_tk = ImageTk.PhotoImage(pil_img) | |
img_label.img = img_tk | |
img_label.config(image=img_label.img) | |
def positive(arg): | |
global current | |
rename(IMAGE_FOLDER+"/"+current, IMAGE_FOLDER+"/1_"+current) | |
next_img() | |
def negative(arg): | |
global current | |
rename(IMAGE_FOLDER + "/" + current, IMAGE_FOLDER + "/0_" + current) | |
next_img() | |
if __name__ == "__main__": | |
root = tk.Tk() | |
img_label = tk.Label(root) | |
img_label.pack() | |
img_label.bind("<Button-1>", positive) | |
img_label.bind("<Button-3>", negative) | |
btn = tk.Button(root, text='Next image', command=next_img) | |
next_img() # load first image | |
root.mainloop() |
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