working windows-pipe duplex communication
This commit is contained in:
parent
57724a55ab
commit
fc73f8e0a3
2 changed files with 56 additions and 56 deletions
|
@ -2,6 +2,7 @@
|
|||
import cv2
|
||||
from websocket import create_connection
|
||||
import win32file
|
||||
import struct
|
||||
import numpy as np
|
||||
from ultralytics import YOLO
|
||||
|
||||
|
@ -20,35 +21,22 @@ classNames = ["person", "bicycle", "car", "motorbike", "aeroplane", "bus", "trai
|
|||
|
||||
|
||||
def handle_connection(pipe):
|
||||
# Load YOLO model
|
||||
model = YOLO('yolov8s.pt') # Load an official Detect model
|
||||
|
||||
print("Pipe connected!")
|
||||
try:
|
||||
while True:
|
||||
data = win32file.ReadFile(pipe, 640*480*3)[1]
|
||||
|
||||
if not data:
|
||||
return
|
||||
|
||||
nparr = np.frombuffer(data, np.uint8)
|
||||
|
||||
nparr = nparr.reshape((480, 640, 3))
|
||||
nparr = np.frombuffer(data, np.uint8).reshape((480, 640, 3))
|
||||
|
||||
# frame = cv2.imdecode(nparr, cv2.IMREAD_COLOR)
|
||||
frame = cv2.cvtColor(nparr, cv2.COLOR_BGR2RGB)
|
||||
|
||||
raise ValueError("There is no value running this application further")
|
||||
|
||||
# Load YOLO model
|
||||
model = YOLO('yolov8s.pt') # Load an official Detect model
|
||||
|
||||
# Open webcam
|
||||
cap = cv2.VideoCapture(0)
|
||||
cap.set(3, 640)
|
||||
cap.set(4, 480)
|
||||
|
||||
while cap.isOpened():
|
||||
ret, frame = cap.read()
|
||||
frame = cv2.resize(frame, (640, 480))
|
||||
if not ret:
|
||||
break
|
||||
|
||||
# Perform object detection
|
||||
results = model.track(frame, persist=True)
|
||||
|
||||
|
@ -59,32 +47,44 @@ def handle_connection(pipe):
|
|||
if box.cls[0].item() == 0 and not box.id is None:
|
||||
# bounding box
|
||||
id = box.id.int().cpu().tolist()
|
||||
x1, y1, x2, y2 = box.xyxy[0]
|
||||
x1, y1, x2, y2 = int(x1), int(y1), int(x2), int(y2) # convert to int values
|
||||
# x1, y1, x2, y2 = box.xyxy[0]
|
||||
# # 2.08333 = 1/480 * 1000 or normalize, then save 4 sig-figures and cast to int
|
||||
# # 1.5625 = 1/640 * 1000 or normalize, then save 4 sig-figures and cast to int
|
||||
|
||||
# put box in cam
|
||||
cv2.rectangle(frame, (x1, y1), (x2, y2), (255, 0, 255), 3)
|
||||
# x1, x2, y1, y2 = int(x1), int(x2), int(y1), int(y2)
|
||||
|
||||
# class name
|
||||
cls = int(box.cls[0])
|
||||
# # put box in cam
|
||||
# cv2.rectangle(frame, (x1, y1), (x2, y2), (255, 0, 255), 3)
|
||||
|
||||
# object details
|
||||
org = [x1, y1]
|
||||
org2 = [x1, y1+50]
|
||||
font = cv2.FONT_HERSHEY_SIMPLEX
|
||||
fontScale = 1
|
||||
color = (255, 0, 0)
|
||||
color_w = (255, 255, 255)
|
||||
thickness = 2
|
||||
# # class name
|
||||
# cls = int(box.cls[0])
|
||||
|
||||
cv2.putText(frame, classNames[cls], org, font, fontScale, color, thickness)
|
||||
cv2.putText(frame, str(id), org2, font, fontScale, color_w, thickness)
|
||||
# # object details
|
||||
# org = [x1, y1]
|
||||
# org2 = [x1, y1+50]
|
||||
# font = cv2.FONT_HERSHEY_SIMPLEX
|
||||
# fontScale = 1
|
||||
# color = (255, 0, 0)
|
||||
# color_w = (255, 255, 255)
|
||||
# thickness = 2
|
||||
|
||||
# cv2.putText(frame, classNames[cls], org, font, fontScale, color, thickness)
|
||||
# cv2.putText(frame, str(id), org2, font, fontScale, color_w, thickness)
|
||||
|
||||
x1, y1, x2, y2 = box.xyxyn[0]
|
||||
x1, y1, x2, y2 = int(x1 * 1000), int(y1 * 1000), int(x2 * 1000), int(y2 * 1000)
|
||||
lines += f"{id} {x1}:{y1} {x2}:{y2}\n"
|
||||
|
||||
cv2.imshow('Webcam', frame)
|
||||
if cv2.waitKey(1) == ord('q'):
|
||||
break
|
||||
# cv2.imshow('Webcam', frame)
|
||||
# if cv2.waitKey(1) == ord('q'):
|
||||
# break
|
||||
|
||||
cap.release()
|
||||
cv2.destroyAllWindows()
|
||||
ret = lines.encode('utf-8')
|
||||
length_prefix = struct.pack('I', len(ret))
|
||||
|
||||
win32file.WriteFile(pipe, length_prefix+ret)
|
||||
except Exception as e:
|
||||
print("Pipe closed with error: " + str(e))
|
||||
return
|
||||
# finally:
|
||||
# cv2.destroyAllWindows()
|
|
@ -1 +1 @@
|
|||
Subproject commit 506ebde9f5a96aef440b98ffe214446827ba381c
|
||||
Subproject commit 3cb560093c6de5794cb654a46fb6dd12c8377042
|
Loading…
Reference in a new issue