Detected images are blurred even at 25FPS

Used exact same reference , its not like everytime its blurred but 3 out of 5 times image is really blurred .

It is more like an issue that the h264 stream is not received completely and certain macro blocks cannot be correctly decoded. Suggest you save the h264 stream to a file:

rtspsrc ! rtph264depay ! h264parse ! video/x-h264,stream-format=byte-stream ! filesink location=dump.h264

And check validness of the steam via ffmpeg or JM decoder. You can also try deepstream-test1.

We don’t have similar issues reported on DeepStream SDK 5.0 DP, but this actually is not a stable release. You may wait for DeepStream SDK 5.0 GA.

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How does one check the validness of the stream? What are the commands?

Here is an example of using JM decoder:

You can download it from Karsten Suehring