OpenCV Project

Parking_Space_Counter_with_GUI-main/README.md

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+# Parking_Space_Counter_with_GUI
+An OpenCV project which helps to show with parking Lot is free to park the vehicles Integrated with GUI using Tkinter.
+Red space=>Occupied Parking Space
+Green Space=>Free Parking Space
+
+GUI is Still onWork.

Parking_Space_Counter_with_GUI-main/main.py

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+import cv2
+import pickle
+import cvzone
+import numpy as np
+from distutils.command.sdist import sdist
+import tkinter
+import tkinter.messagebox
+from PIL import ImageTk, Image
+print("This is SS MP")
+
+
+import time
+
+# Video feed
+cap = cv2.VideoCapture('carPark.mp4')
+
+with open('CarParkPos', 'rb') as f:
+    posList = pickle.load(f)
+
+width, height = 107, 48
+
+# Creating window object
+window = tkinter.Tk()
+window.title("Parking lot")
+label = tkinter.Label(window, text="This is the parking lot")
+l1 = tkinter.Label(window, text="Parking Lot")
+window.geometry('1000x900')
+window.configure(bg='gray')
+l1.grid(column=0, row=0)
+
+# Importing Images
+slot_empty = Image.open('green.png')
+slot_empty = slot_empty.resize((80, 90), Image.ANTIALIAS)
+my_img = ImageTk.PhotoImage(slot_empty)
+slot_filled = Image.open('red.png')
+slot_filled = slot_filled.resize((80, 90), Image.ANTIALIAS)
+my_img2 = ImageTk.PhotoImage(slot_filled)
+colour = "yellow"
+#
+
+
+
+def checkParkingSpace(imgPro):
+    spaceCounter = 0
+    idx=0
+    global spacesOcupied
+    spacesOcupied=set()
+    for pos in posList:
+        x, y = pos
+
+
+        imgCrop = imgPro[y:y + height, x:x + width]
+        # cv2.imshow(str(x * y), imgCrop)
+        count = cv2.countNonZero(imgCrop)
+
+        if count < 900:
+            color = (0, 255, 0)
+            thickness = 5
+            spaceCounter += 1
+            spacesOcupied.add(idx)
+        else:
+            color = (0, 0, 255)
+            thickness = 2
+            spacesOcupied.discard(idx)
+        idx += 1
+        cv2.rectangle(img, pos, (pos[0] + width, pos[1] + height), color, thickness)
+        cvzone.putTextRect(img, str(count), (x, y + height - 3), scale=1,
+                           thickness=2, offset=0, colorR=color)
+    print(spacesOcupied)
+    cvzone.putTextRect(img, f'Free: {spaceCounter}/{len(posList)}', (100, 50), scale=3,      ##### space count
+                       thickness=5, offset=20, colorR=(0, 200, 0))
+
+
+while True:
+    if cap.get(cv2.CAP_PROP_POS_FRAMES) == cap.get(cv2.CAP_PROP_FRAME_COUNT): # when avideo end again it start
+        cap.set(cv2.CAP_PROP_POS_FRAMES, 0)
+    success, img = cap.read()
+    imgGray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY) #fast convert image to binary image or gray
+    imgBlur = cv2.GaussianBlur(imgGray, (3, 3), 1)
+    imgThreshold = cv2.adaptiveThreshold(imgBlur, 255, cv2.ADAPTIVE_THRESH_GAUSSIAN_C, #binary image
+                                         cv2.THRESH_BINARY_INV, 25, 16)
+    imgMedian = cv2.medianBlur(imgThreshold, 5)
+    kernel = np.ones((3, 3), np.uint8)
+    imgDilate = cv2.dilate(imgMedian, kernel, iterations=1)
+
+    checkParkingSpace(imgDilate)
+    cv2.imshow("Image", img)
+    # cv2.imshow("ImageBlur", imgBlur)
+    # cv2.imshow("ImageThres", imgMedian)
+
+    if cv2.waitKey(1) == 13:
+        break
+
+
+
+
+    count = 0
+    bt = []
+
+    for i in range(2, 10):
+        if i == 4:
+            l3 = tkinter.Label(window, bg="gray", text="Road")
+            l3.grid(row=4)
+            continue;
+        if i == 7:
+            l3 = tkinter.Label(window, bg="gray", text="Road")
+            l3.grid(row=7)
+            continue;
+
+        for j in range(1, 13):
+            temp = count + 1
+            if temp in spacesOcupied:
+                bt.append(tkinter.Button(window, text="Slot " + str(count + 1), image=my_img, compound='top',borderwidth=3,relief="solid"))
+                bt[count].grid(column=j, row=i)
+                count = count + 1
+            else:
+                bt.append(tkinter.Button(window, text="Slot " + str(count + 1), image=my_img2, compound='top',borderwidth=3,relief="solid"))
+                bt[count].grid(column=j, row=i)
+                count = count + 1
+    # time.sleep(10)
+window.mainloop()
+cap.release()
+cv2.destroyAllWindows()