WKO_PROJEKT/detection.ipynb

from google.colab import drive
drive.mount('/content/gdrive', force_remount=True)

Mounted at /content/gdrive

cd gdrive/MyDrive/WKO_PROJECT_NEW

/content/gdrive/MyDrive/WKO_PROJECT_NEW

! python3 yolov5/detect.py --source input.mp4 --weights yolov5/runs/train/exp16/weights/last.pt

detect: weights=['yolov5/runs/train/exp16/weights/last.pt'], source=input.mp4, data=yolov5/data/coco128.yaml, imgsz=[640, 640], conf_thres=0.25, iou_thres=0.45, max_det=1000, device=, view_img=False, save_txt=False, save_conf=False, save_crop=False, nosave=False, classes=None, agnostic_nms=False, augment=False, visualize=False, update=False, project=yolov5/runs/detect, name=exp, exist_ok=False, line_thickness=3, hide_labels=False, hide_conf=False, half=False, dnn=False, vid_stride=1
requirements: YOLOv5 requirements "gitpython" "ipython" not found, attempting AutoUpdate...
Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/
Collecting gitpython
  Downloading GitPython-3.1.30-py3-none-any.whl (184 kB)
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Requirement already satisfied: ipython in /usr/local/lib/python3.8/dist-packages (7.9.0)
Collecting gitdb<5,>=4.0.1
  Downloading gitdb-4.0.10-py3-none-any.whl (62 kB)
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Requirement already satisfied: pickleshare in /usr/local/lib/python3.8/dist-packages (from ipython) (0.7.5)
Requirement already satisfied: pygments in /usr/local/lib/python3.8/dist-packages (from ipython) (2.6.1)
Requirement already satisfied: prompt-toolkit<2.1.0,>=2.0.0 in /usr/local/lib/python3.8/dist-packages (from ipython) (2.0.10)
Requirement already satisfied: decorator in /usr/local/lib/python3.8/dist-packages (from ipython) (4.4.2)
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Requirement already satisfied: pexpect in /usr/local/lib/python3.8/dist-packages (from ipython) (4.8.0)
Collecting jedi>=0.10
  Downloading jedi-0.18.2-py2.py3-none-any.whl (1.6 MB)
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Requirement already satisfied: setuptools>=18.5 in /usr/local/lib/python3.8/dist-packages (from ipython) (57.4.0)
Requirement already satisfied: traitlets>=4.2 in /usr/local/lib/python3.8/dist-packages (from ipython) (5.7.1)
Collecting smmap<6,>=3.0.1
  Downloading smmap-5.0.0-py3-none-any.whl (24 kB)
Requirement already satisfied: parso<0.9.0,>=0.8.0 in /usr/local/lib/python3.8/dist-packages (from jedi>=0.10->ipython) (0.8.3)
Requirement already satisfied: six>=1.9.0 in /usr/local/lib/python3.8/dist-packages (from prompt-toolkit<2.1.0,>=2.0.0->ipython) (1.15.0)
Requirement already satisfied: wcwidth in /usr/local/lib/python3.8/dist-packages (from prompt-toolkit<2.1.0,>=2.0.0->ipython) (0.2.5)
Requirement already satisfied: ptyprocess>=0.5 in /usr/local/lib/python3.8/dist-packages (from pexpect->ipython) (0.7.0)
Installing collected packages: smmap, jedi, gitdb, gitpython
Successfully installed gitdb-4.0.10 gitpython-3.1.30 jedi-0.18.2 smmap-5.0.0

requirements: 2 packages updated per /content/gdrive/MyDrive/WKO_PROJECT_NEW/yolov5/requirements.txt
requirements: ⚠️ Restart runtime or rerun command for updates to take effect

YOLOv5 🚀 v7.0-72-g064365d Python-3.8.10 torch-1.13.1+cu116 CPU

Fusing layers... 
YOLOv5s summary: 157 layers, 7018216 parameters, 0 gradients
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video 1/1 (149/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 9 masks, 241.0ms
video 1/1 (150/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 9 masks, 228.0ms
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video 1/1 (156/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 11 masks, 224.1ms
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video 1/1 (169/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 7 masks, 225.7ms
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video 1/1 (173/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 7 masks, 224.9ms
video 1/1 (174/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 6 masks, 216.2ms
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video 1/1 (176/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 9 masks, 232.4ms
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video 1/1 (180/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 10 masks, 244.8ms
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video 1/1 (187/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 10 masks, 223.2ms
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video 1/1 (189/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 12 masks, 219.4ms
video 1/1 (190/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 12 masks, 224.2ms
video 1/1 (191/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 12 masks, 247.1ms
video 1/1 (192/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 11 masks, 234.2ms
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video 1/1 (201/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 11 masks, 227.3ms
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video 1/1 (203/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 11 masks, 224.8ms
video 1/1 (204/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 11 masks, 239.9ms
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video 1/1 (206/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 10 masks, 219.4ms
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video 1/1 (208/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 mask, 224.7ms
video 1/1 (209/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 mask, 215.5ms
video 1/1 (210/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 mask, 216.1ms
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video 1/1 (212/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 mask, 234.5ms
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video 1/1 (216/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 masks, 238.3ms
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video 1/1 (219/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 3 masks, 220.9ms
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video 1/1 (230/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 (no detections), 239.3ms
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video 1/1 (329/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 masks, 233.0ms
video 1/1 (330/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 7 masks, 237.9ms
video 1/1 (331/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 8 masks, 219.1ms
video 1/1 (332/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 8 masks, 222.1ms
video 1/1 (333/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 8 masks, 239.0ms
video 1/1 (334/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 8 masks, 240.3ms
video 1/1 (335/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 8 masks, 218.6ms
video 1/1 (336/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 11 masks, 244.0ms
video 1/1 (337/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 12 masks, 231.0ms
video 1/1 (338/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 11 masks, 235.7ms
video 1/1 (339/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 3 no_masks, 8 masks, 237.0ms
video 1/1 (340/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 9 masks, 230.2ms
video 1/1 (341/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 9 masks, 222.0ms
video 1/1 (342/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 3 no_masks, 8 masks, 234.6ms
video 1/1 (343/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 8 masks, 222.6ms
video 1/1 (344/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 9 masks, 234.2ms
video 1/1 (345/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 9 masks, 236.2ms
video 1/1 (346/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 7 masks, 229.9ms
video 1/1 (347/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 8 masks, 227.9ms
video 1/1 (348/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 4 no_masks, 7 masks, 233.4ms
video 1/1 (349/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 3 no_masks, 7 masks, 243.1ms
video 1/1 (350/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 3 no_masks, 7 masks, 226.2ms
video 1/1 (351/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 3 no_masks, 7 masks, 235.4ms
video 1/1 (352/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 4 no_masks, 7 masks, 224.7ms
video 1/1 (353/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 5 no_masks, 8 masks, 238.1ms
video 1/1 (354/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 3 no_masks, 9 masks, 222.0ms
video 1/1 (355/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 3 no_masks, 8 masks, 231.9ms
video 1/1 (356/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 4 no_masks, 5 masks, 225.9ms
video 1/1 (357/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 3 no_masks, 7 masks, 241.8ms
video 1/1 (358/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 3 no_masks, 7 masks, 225.3ms
video 1/1 (359/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 3 no_masks, 7 masks, 230.8ms
video 1/1 (360/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 3 no_masks, 7 masks, 229.0ms
video 1/1 (361/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 8 masks, 223.4ms
video 1/1 (362/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 3 no_masks, 8 masks, 213.6ms
video 1/1 (363/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 10 masks, 230.6ms
video 1/1 (364/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 10 masks, 232.8ms
video 1/1 (365/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 11 masks, 223.1ms
video 1/1 (366/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 9 masks, 231.2ms
video 1/1 (367/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 8 masks, 221.5ms
video 1/1 (368/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 6 masks, 241.3ms
video 1/1 (369/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 7 masks, 219.7ms
video 1/1 (370/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 7 masks, 216.7ms
video 1/1 (371/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 9 masks, 225.5ms
video 1/1 (372/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 9 masks, 235.9ms
video 1/1 (373/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 10 masks, 219.3ms
video 1/1 (374/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 9 masks, 233.8ms
video 1/1 (375/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 9 masks, 230.5ms
video 1/1 (376/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 8 masks, 233.8ms
video 1/1 (377/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 7 masks, 235.6ms
video 1/1 (378/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 7 masks, 234.6ms
video 1/1 (379/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 6 masks, 235.9ms
video 1/1 (380/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 7 masks, 233.1ms
video 1/1 (381/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 10 masks, 230.6ms
video 1/1 (382/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 8 masks, 225.5ms
video 1/1 (383/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 8 masks, 230.9ms
video 1/1 (384/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 8 masks, 233.2ms
video 1/1 (385/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 8 masks, 223.2ms
video 1/1 (386/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 9 masks, 243.2ms
video 1/1 (387/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 8 masks, 227.8ms
video 1/1 (388/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 7 masks, 230.1ms
video 1/1 (389/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 7 masks, 231.3ms
video 1/1 (390/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 7 masks, 228.7ms
video 1/1 (391/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 8 masks, 241.8ms
video 1/1 (392/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 8 masks, 225.8ms
video 1/1 (393/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 8 masks, 248.0ms
video 1/1 (394/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 10 masks, 258.6ms
video 1/1 (395/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 9 masks, 246.1ms
video 1/1 (396/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 8 masks, 230.3ms
video 1/1 (397/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 7 masks, 244.5ms
video 1/1 (398/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 7 masks, 229.7ms
video 1/1 (399/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 7 masks, 232.0ms
video 1/1 (400/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 6 masks, 238.1ms
video 1/1 (401/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 7 masks, 230.5ms
video 1/1 (402/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 6 masks, 224.4ms
video 1/1 (403/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 6 masks, 229.4ms
video 1/1 (404/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 3 no_masks, 6 masks, 234.8ms
video 1/1 (405/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 6 masks, 227.5ms
video 1/1 (406/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 7 masks, 257.0ms
video 1/1 (407/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 7 masks, 234.7ms
video 1/1 (408/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 7 masks, 239.8ms
video 1/1 (409/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 9 masks, 236.7ms
video 1/1 (410/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 11 masks, 244.6ms
video 1/1 (411/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 9 masks, 254.2ms
video 1/1 (412/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 9 masks, 245.6ms
video 1/1 (413/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 9 masks, 229.1ms
video 1/1 (414/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 9 masks, 240.8ms
video 1/1 (415/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 8 masks, 232.1ms
video 1/1 (416/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 8 masks, 235.3ms
video 1/1 (417/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 9 masks, 243.8ms
video 1/1 (418/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 9 masks, 234.8ms
video 1/1 (419/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 9 masks, 234.8ms
video 1/1 (420/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 8 masks, 228.9ms
video 1/1 (421/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 7 masks, 235.6ms
video 1/1 (422/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 7 masks, 230.0ms
video 1/1 (423/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 7 masks, 239.2ms
video 1/1 (424/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 6 masks, 236.5ms
video 1/1 (425/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 6 masks, 257.5ms
video 1/1 (426/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 8 masks, 248.6ms
video 1/1 (427/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 6 masks, 231.8ms
video 1/1 (428/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 7 masks, 229.2ms
video 1/1 (429/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 6 masks, 237.6ms
video 1/1 (430/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 6 masks, 245.6ms
video 1/1 (431/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 6 masks, 227.9ms
video 1/1 (432/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 7 masks, 226.1ms
video 1/1 (433/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 4 masks, 225.0ms
video 1/1 (434/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 4 masks, 234.9ms
video 1/1 (435/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 4 masks, 220.4ms
video 1/1 (436/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 6 masks, 234.0ms
video 1/1 (437/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 5 masks, 224.6ms
video 1/1 (438/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 5 masks, 233.5ms
video 1/1 (439/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 7 masks, 225.0ms
video 1/1 (440/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 7 masks, 237.1ms
video 1/1 (441/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 1 no_mask, 8 masks, 229.4ms
video 1/1 (442/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 7 masks, 223.0ms
video 1/1 (443/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 3 no_masks, 7 masks, 222.0ms
video 1/1 (444/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 8 masks, 235.3ms
video 1/1 (445/452) /content/gdrive/MyDrive/WKO_PROJECT_NEW/input.mp4: 384x640 2 no_masks, 7 masks, 228.1ms
Speed: 0.9ms pre-process, 232.7ms inference, 0.8ms NMS per image at shape (1, 3, 640, 640)
Results saved to yolov5/runs/detect/exp5

! python3 yolov5/detect.py --source oxf.mp4 --weights yolov5/runs/train/exp16/weights/last.pt

! python3 yolov5/detect.py --source oxf2.mp4 --weights yolov5/runs/train/exp16/weights/last.pt

! python3 yolov5/detect.py --source mask_dataset/images/maksssksksss788.png --weights yolov5/runs/train/exp8/weights/last.pt

detect: weights=['yolov5/runs/train/exp8/weights/last.pt'], source=mask_dataset/images/maksssksksss788.png, data=yolov5/data/coco128.yaml, imgsz=[640, 640], conf_thres=0.25, iou_thres=0.45, max_det=1000, device=, view_img=False, save_txt=False, save_conf=False, save_crop=False, nosave=False, classes=None, agnostic_nms=False, augment=False, visualize=False, update=False, project=yolov5/runs/detect, name=exp, exist_ok=False, line_thickness=3, hide_labels=False, hide_conf=False, half=False, dnn=False, vid_stride=1
YOLOv5 🚀 v7.0-72-g064365d Python-3.8.10 torch-1.13.1+cu116 CPU

Fusing layers... 
YOLOv5s summary: 157 layers, 7018216 parameters, 0 gradients
image 1/1 /content/gdrive/MyDrive/WKO_PROJECT_NEW/mask_dataset/images/maksssksksss788.png: 448x640 5 1s, 500.2ms
Speed: 1.1ms pre-process, 500.2ms inference, 1.7ms NMS per image at shape (1, 3, 640, 640)
Results saved to yolov5/runs/detect/exp2

! python3 yolov5/detect.py --source mask_dataset/images/maksssksksss787.png --weights yolov5/runs/train/exp8/weights/best.pt

detect: weights=['yolov5/runs/train/exp8/weights/best.pt'], source=mask_dataset/images/maksssksksss787.png, data=yolov5/data/coco128.yaml, imgsz=[640, 640], conf_thres=0.25, iou_thres=0.45, max_det=1000, device=, view_img=False, save_txt=False, save_conf=False, save_crop=False, nosave=False, classes=None, agnostic_nms=False, augment=False, visualize=False, update=False, project=yolov5/runs/detect, name=exp, exist_ok=False, line_thickness=3, hide_labels=False, hide_conf=False, half=False, dnn=False, vid_stride=1
YOLOv5 🚀 v7.0-72-g064365d Python-3.8.10 torch-1.13.1+cu116 CPU

Fusing layers... 
YOLOv5s summary: 157 layers, 7018216 parameters, 0 gradients
image 1/1 /content/gdrive/MyDrive/WKO_PROJECT_NEW/mask_dataset/images/maksssksksss787.png: 480x640 3 1s, 300.6ms
Speed: 1.1ms pre-process, 300.6ms inference, 1.3ms NMS per image at shape (1, 3, 640, 640)
Results saved to yolov5/runs/detect/exp3