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roboflow / inference

A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.
https://inference.roboflow.com
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FPS Drop #460

Open codin-son opened 3 weeks ago

codin-son commented 3 weeks ago

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Question

im trying to run code that provided in inferencepipeline documentation

`from inference import InferencePipeline from inference.core.interfaces.stream.sinks import render_boxes

pipeline = InferencePipeline.init( model_id="yolov8n-640", video_reference=0, on_prediction=render_boxes, )

pipeline.start() pipeline.join()`

the thing is, when i run the code, the fps drop until 1 and half fps. this also happen when im using my rtsp camera and webcam. it also happen when i run on my other pc. im using latest inference version library

Additional

No response

PawelPeczek-Roboflow commented 3 weeks ago

Hi there,

Could you please provide more information on the problem? Does drop happens immediately or it is faster at the beginning? What is the hardware you run the code?

gmijo47 commented 1 week ago

Facing same problem from RTSP

484

https://github.com/roboflow/inference/discussions/484