Support `.txt` files as a line-by-line media list rather than streams (#10059)
* Update streams.txt default Signed-off-by: Colin Wong <cwongmath@gmail.com> * Change streams list extension to .streams * Read txt as media per line * Missed one * Missed another one * Update dataloaders.py * Update detect.py * Update dataloaders.py * Update detect.py * Update predict.py * Update predict.py * Update README.md Signed-off-by: Colin Wong <cwongmath@gmail.com> Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>pull/9865/head^2
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README.md
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README.md
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@ -182,14 +182,16 @@ results.print() # or .show(), .save(), .crop(), .pandas(), etc.
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the latest YOLOv5 [release](https://github.com/ultralytics/yolov5/releases) and saving results to `runs/detect`.
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```bash
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python detect.py --source 0 # webcam
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img.jpg # image
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vid.mp4 # video
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screen # screenshot
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path/ # directory
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'path/*.jpg' # glob
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'https://youtu.be/Zgi9g1ksQHc' # YouTube
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'rtsp://example.com/media.mp4' # RTSP, RTMP, HTTP stream
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python detect.py --weights yolov5s.pt --source 0 # webcam
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img.jpg # image
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vid.mp4 # video
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screen # screenshot
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path/ # directory
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list.txt # list of images
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list.streams # list of streams
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'path/*.jpg' # glob
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'https://youtu.be/Zgi9g1ksQHc' # YouTube
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'rtsp://example.com/media.mp4' # RTSP, RTMP, HTTP stream
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```
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</details>
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@ -8,6 +8,8 @@ Usage - sources:
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vid.mp4 # video
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screen # screenshot
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path/ # directory
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list.txt # list of images
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list.streams # list of streams
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'path/*.jpg' # glob
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'https://youtu.be/Zgi9g1ksQHc' # YouTube
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'rtsp://example.com/media.mp4' # RTSP, RTMP, HTTP stream
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@ -74,7 +76,7 @@ def run(
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save_img = not nosave and not source.endswith('.txt') # save inference images
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is_file = Path(source).suffix[1:] in (IMG_FORMATS + VID_FORMATS)
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is_url = source.lower().startswith(('rtsp://', 'rtmp://', 'http://', 'https://'))
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webcam = source.isnumeric() or source.endswith('.txt') or (is_url and not is_file)
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webcam = source.isnumeric() or source.endswith('.streams') or (is_url and not is_file)
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screenshot = source.lower().startswith('screen')
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if is_url and is_file:
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source = check_file(source) # download
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@ -8,6 +8,8 @@ Usage - sources:
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vid.mp4 # video
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screen # screenshot
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path/ # directory
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list.txt # list of images
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list.streams # list of streams
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'path/*.jpg' # glob
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'https://youtu.be/Zgi9g1ksQHc' # YouTube
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'rtsp://example.com/media.mp4' # RTSP, RTMP, HTTP stream
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@ -82,7 +84,7 @@ def run(
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save_img = not nosave and not source.endswith('.txt') # save inference images
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is_file = Path(source).suffix[1:] in (IMG_FORMATS + VID_FORMATS)
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is_url = source.lower().startswith(('rtsp://', 'rtmp://', 'http://', 'https://'))
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webcam = source.isnumeric() or source.endswith('.txt') or (is_url and not is_file)
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webcam = source.isnumeric() or source.endswith('.streams') or (is_url and not is_file)
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screenshot = source.lower().startswith('screen')
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if is_url and is_file:
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source = check_file(source) # download
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@ -8,6 +8,8 @@ Usage - sources:
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vid.mp4 # video
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screen # screenshot
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path/ # directory
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list.txt # list of images
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list.streams # list of streams
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'path/*.jpg' # glob
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'https://youtu.be/Zgi9g1ksQHc' # YouTube
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'rtsp://example.com/media.mp4' # RTSP, RTMP, HTTP stream
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@ -85,7 +87,7 @@ def run(
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save_img = not nosave and not source.endswith('.txt') # save inference images
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is_file = Path(source).suffix[1:] in (IMG_FORMATS + VID_FORMATS)
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is_url = source.lower().startswith(('rtsp://', 'rtmp://', 'http://', 'https://'))
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webcam = source.isnumeric() or source.endswith('.txt') or (is_url and not is_file)
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webcam = source.isnumeric() or source.endswith('.streams') or (is_url and not is_file)
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screenshot = source.lower().startswith('screen')
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if is_url and is_file:
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source = check_file(source) # download
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@ -238,6 +238,8 @@ class LoadScreenshots:
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class LoadImages:
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# YOLOv5 image/video dataloader, i.e. `python detect.py --source image.jpg/vid.mp4`
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def __init__(self, path, img_size=640, stride=32, auto=True, transforms=None, vid_stride=1):
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if isinstance(path, str) and Path(path).suffix == ".txt": # *.txt file with img/vid/dir on each line
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path = Path(path).read_text().rsplit()
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files = []
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for p in sorted(path) if isinstance(path, (list, tuple)) else [path]:
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p = str(Path(p).resolve())
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@ -338,7 +340,7 @@ class LoadImages:
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class LoadStreams:
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# YOLOv5 streamloader, i.e. `python detect.py --source 'rtsp://example.com/media.mp4' # RTSP, RTMP, HTTP streams`
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def __init__(self, sources='streams.txt', img_size=640, stride=32, auto=True, transforms=None, vid_stride=1):
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def __init__(self, sources='file.streams', img_size=640, stride=32, auto=True, transforms=None, vid_stride=1):
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torch.backends.cudnn.benchmark = True # faster for fixed-size inference
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self.mode = 'stream'
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self.img_size = img_size
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