YOLO v8 on mac m1/classes.txt
| person |
| bicycle |
| car |
| motorbike |
| airplane |
| bus |
| train |
| truck |
| boat |
| traffic light |
| fire hydrant |
| stop sign |
| parking meter |
| bench |
| bird |
| cat |
| dog |
| horse |
| sheep |
| cow |
| elephant |
| bear |
| zebra |
| giraffe |
| backpack |
| umbrella |
| handbag |
| tie |
| suitcase |
| frisbee |
| skis |
| snowboard |
| sports ball |
| kite |
| baseball bat |
| baseball glove |
| skateboard |
| surfboard |
| tennis racket |
| bottle |
| wine glass |
| cup |
| fork |
| knife |
| spoon |
| bowl |
| banana |
| apple |
| sandwich |
| orange |
| broccoli |
| carrot |
| hot dog |
| pizza |
| donut |
| cake |
| chair |
| sofa |
| pottedplant |
| bed |
| diningtable |
| toilet |
| tvmonitor |
| laptop |
| mouse |
| remote |
| keyboard |
| cell phone |
| microwave |
| oven |
| toaster |
| sink |
| refrigerator |
| book |
| clock |
| vase |
| scissors |
| teddy bear |
| hair drier |
| toothbrush |
YOLO v8 on mac m1/main.py
| |
| |
| |
| |
| |
| |
| import cv2 |
| from ultralytics import YOLO |
| import numpy as np |
| |
| cap = cv2.VideoCapture("street.mp4") |
| |
| model = YOLO("yolov8m.pt") |
| |
| while True: |
| |
| ret, frame = cap.read() |
| if not ret: |
| break |
| |
| |
| results = model(frame, device="mps") |
| result = results[0] |
| |
| bboxes = np.array(result.boxes.xyxy.cpu(), dtype="int") |
| classes = np.array(result.boxes.cls.cpu(), dtype="int") |
| |
| for cls, bbox in zip(classes, bboxes): |
| (x, y, x2, y2) = bbox |
| cv2.rectangle(frame, (x, y), (x2, y2), (0, 0, 225), 2) |
| cv2.putText(frame, str(cls), (x, y - 5), cv2.FONT_HERSHEY_PLAIN, 2, (0, 0, 225), 2) |
| |
| cv2.imshow("Img", frame) |
| key = cv2.waitKey(1) |
| if key == 27: |
| break |
| |
| cap.release() |
| cv2.destroyAllWindows() |
| |
| |
| |
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