aliyevorkhan

import os
import datetime
from time import sleep

for file in os.listdir(os.getcwd()):
    if file.endswith('.jpg'):
        os.rename(file, "img_"+datetime.datetime.now().strftime("%Y%m%d-%H%M%S%f")+'.jpg')
        sleep(0.05)        

aliyevorkhan

import os

for file in os.listdir(os.getcwd()):
    if file.endswith('.txt'):
        os.remove(file)      

aliyevorkhan

import cv2

cap=cv2.VideoCapture("video.mp4")

fps = cap.get(cv2.CAP_PROP_FPS)

print(fps)

aliyevorkhan

import cv2

path = '/home/orkhan/Desktop/train/'
cap = cv2.VideoCapture('video.mp4')

i = 0
counter = 0
while cap.isOpened():
    ret, frame = cap.read()
    if not ret:

aliyevorkhan

import cv2
import glob, errno

# Replace mydir with the directory you want
mydir = 'Train1/'

#check if directory exist, if not create it
try:
    os.makedirs(mydir)
except OSError as e:

aliyevorkhan

import os
from PIL import Image

def has_transparency(img):
    if img.mode == "P":
        transparent = img.info.get("transparency", -1)
        for _, index in img.getcolors():
            if index == transparent:
                return True
    elif img.mode == "RGBA":

aliyevorkhan

import os
import cv2

src_path = os.path.abspath(os.path.join(os.getcwd(), "bolu_tunnel_nvr"))
print(src_path)

ch1_dst_path =  os.path.abspath(os.path.join(os.getcwd(), "ch1"))
ch2_dst_path =  os.path.abspath(os.path.join(os.getcwd(), "ch2"))

print(ch1_dst_path)

aliyevorkhan

import os
import cv2

src_path = os.path.abspath(os.path.join(os.getcwd(), "bolu_tunnel_nvr"))
print(src_path)

ch1_dst_path =  os.path.abspath(os.path.join(os.getcwd(), "ch1"))
ch2_dst_path =  os.path.abspath(os.path.join(os.getcwd(), "ch2"))

print(ch1_dst_path)

aliyevorkhan

import math

BATCH_SIZE=32

TRAINING_SIZE = 40000

# We take the ceiling because we do not drop the remainder of the batch
compute_steps_per_epoch = lambda x: int(math.ceil(1. * x / BATCH_SIZE))

steps_per_epoch = compute_steps_per_epoch(TRAINING_SIZE)

aliyevorkhan

import glob
import sys
import os

lbls = []
frames = []
if_lbl_exists = False

for lbl in glob.glob(str(sys.argv[1])+'/*.txt'):
    lbls.append(lbl.split('/')[1].split('.')[0])