refactor(module3): reduce simple demo to one script

This commit is contained in:
2026-09-15 22:40:00 +03:00
parent 6c5e23c86c
commit 6bc567ea9e
4 changed files with 79 additions and 203 deletions
+62 -46
View File
@@ -1,60 +1,76 @@
#!/usr/bin/env python3
import argparse
from datetime import datetime
import time
from pathlib import Path
import cv2
import rclpy
from control_msgs.action import GripperCommand
from cv_bridge import CvBridge
from rclpy.action import ActionClient
from rclpy.node import Node
from rclpy.qos import qos_profile_sensor_data
from sensor_msgs.msg import Image
from ultralytics import YOLO
HERE = Path(__file__).resolve().parent
CAMERA = "/RMC1/arm95/camera_gripper/image_color"
GRIPPER = "/RMC1/arm95/gripper_controller/gripper_cmd"
class Demo(Node):
def __init__(self):
super().__init__("simple_module_b")
self.model = YOLO(str(HERE / "models/latest.pt"))
self.bridge = CvBridge()
self.gripper = ActionClient(self, GripperCommand, GRIPPER)
self.gripper.wait_for_server()
self.create_subscription(Image, CAMERA, self.on_image, qos_profile_sensor_data)
self.started = None
self.opened = False
self.closed = False
def move_gripper(self, position):
goal = GripperCommand.Goal()
goal.command.position = position
goal.command.max_effort = 20.0
self.gripper.send_goal_async(goal)
def on_image(self, message):
frame = self.bridge.imgmsg_to_cv2(message, "bgr8")
result = self.model(frame, conf=0.25, verbose=False)[0]
if self.started is None:
self.started = time.monotonic()
elapsed = time.monotonic() - self.started
if elapsed >= 5 and not self.opened:
self.move_gripper(0.04)
self.opened = True
print("Захват открыт")
elif elapsed >= 7 and not self.closed:
self.move_gripper(0.0)
self.closed = True
print("Захват закрыт")
cv2.imshow("YOLO", result.plot())
if cv2.waitKey(1) & 0xFF in (ord("q"), 27):
rclpy.shutdown()
def main():
parser = argparse.ArgumentParser()
parser.add_argument("source", help="Фото, видео, папка с фото или 0 для веб-камеры")
parser.add_argument("--weights", default=str(HERE / "models/latest.pt"))
parser.add_argument("--conf", type=float, default=0.25)
args = parser.parse_args()
source = int(args.source) if args.source.isdigit() else args.source
model = YOLO(args.weights)
log_path = HERE / "logs/simple_module_b.log"
log_path.parent.mkdir(exist_ok=True)
still_images = False
if isinstance(source, str):
path = Path(source)
still_images = path.is_dir() or path.suffix.lower() in {
".jpg",
".jpeg",
".png",
".bmp",
".webp",
}
with log_path.open("a", encoding="utf-8") as log:
results = model.predict(source=source, conf=args.conf, stream=True, verbose=False)
for result in results:
now = datetime.now().isoformat(timespec="seconds")
detections = []
if result.boxes is not None:
for box in result.boxes:
name = result.names[int(box.cls.item())]
confidence = float(box.conf.item())
detections.append(f"{name} {confidence:.2f}")
line = f"{now} | {', '.join(detections) if detections else 'ничего не найдено'}"
print(line)
log.write(line + "\n")
log.flush()
cv2.imshow("YOLO: q или Esc для выхода", result.plot())
key = cv2.waitKey(0 if still_images else 1) & 0xFF
if key in (ord("q"), 27):
break
cv2.destroyAllWindows()
input("Предмет (Кисть, Нож или Резаки): ")
rclpy.init()
node = Demo()
try:
rclpy.spin(node)
except KeyboardInterrupt:
pass
finally:
node.destroy_node()
cv2.destroyAllWindows()
if rclpy.ok():
rclpy.shutdown()
if __name__ == "__main__":