How to use Web Cam + yolov5+sahi

[VYRION-Ai]

How to use Web Cam + yolov5+Sahi

[fcakyon]

Hello @totoadel ! sahi currently dont have webcam support included but we are working on video support: #442

[VYRION-Ai]

@fcakyon why?
it work with loop of images, what is the different between loop of images an frames from webcam

[fcakyon]

I mean sahi can support it but the implementation is not present at the moment. Feel free to open a PR for the camera feed support 👍

[VYRION-Ai]

@fcakyon thank you.
please how to get any information of detected image, like count of detected classes or its name

[fcakyon]

@totoadel you can get these info from the object_prediction_list;

result = get_sliced_prediction(
    "demo_data/small-vehicles1.jpeg",
    detection_model,
    slice_height = 256,
    slice_width = 256,
    overlap_height_ratio = 0.2,
    overlap_width_ratio = 0.2
)

result .object_prediction_list[0]

>> ObjectPrediction<
          bbox: BoundingBox: <(447, 308, 496, 342), w: 49, h: 34>,
          mask: None,
          score: PredictionScore: <value: 0.91552734375>,
          category: Category: <id: 2, name: car>>

[fcakyon]

Check demo notebooks for more detail: https://github.com/obss/sahi/blob/main/demo/inference_for_yolov5.ipynb