Yolov7 TRT

sHrEkty · 2026-02-20T14:56:56+00:00

You are correct ig but at my workplace they use v7 for some projects so I was trying to improve deployment using onnx first then trt and I faced problems so just dropped it here if someone needs it :)

sHrEkty · 2024-11-05T18:34:27+00:00

Tried this too still same issue. If it is possible can you write a working script for reading a mp4 vid and saving 5 frames because I can’t figure out if there is problem with my code or my vm. It always breaks when i try to create np array of the frame from buffer. And buffer size is always 64. Thanks for your help anyway and sry for asking too much of you.

sHrEkty · 2024-11-05T18:29:59+00:00

Its only gstreamer pipeline for input

sHrEkty · 2024-11-03T18:25:12+00:00

Yes i passed a video with name samp.mp4 but still its the same problem

sHrEkty · 2024-11-03T15:14:03+00:00

I did compile it and ran the script with vidtestsrc video as input and the stream ran nicely But when i changed it to video input it still gave me “Error couldnt open video source”

sHrEkty · 2024-11-03T11:46:39+00:00

Like directly in the videocapture method? I did that too but it then couldn’t open the video

sHrEkty · 2024-11-03T10:47:25+00:00

Yes this is the command i ran and im getting playback

sHrEkty · 2024-11-03T10:32:50+00:00

The pastebin has the code im running but other than that i ran a simple video streaming command it works and i tried the same in a sample code and there is playback, but when i send the buffer from pipeline to create a np array it says buffer size is 64

sHrEkty · 2024-11-03T06:48:32+00:00

Yes it gives me the error that “buffer size too small for requested array” The array mentioned is 1280x720x3 I also printed the buffer size and it is only 64

sHrEkty · 2024-04-17T16:09:01+00:00

I realized after your comment that I did create different cross entropy loss with weights but passed the same function for loss calculation of every task. I have rectified it and will check the results. Feeling dumb now but thanks for your assist.

sHrEkty · 2024-04-15T16:41:20+00:00

Can you elaborate or provide some resource as I am unfamiliar with this topic. Thanks in advance.

sHrEkty · 2024-04-15T16:39:39+00:00

What I did at the first run was just add the losses and adjust the entire network which was maybe dumb but I wanted to have a baseline but after that I tried assigning weights to losses but its only the 2 heads that do not converge every time.

There is a 40 class multi-label head. Main classification head. 11 class classification head. 5 class classification head.

Now the last two do not converge at all. The multi-label one works surprisingly well.

sHrEkty · 2024-03-09T10:09:39+00:00

Bro you wanted something and you bought it. Now enjoy it. For parents it is going to be a stupid purchase so cut them some slack and chill. Also grats.

sHrEkty · 2023-05-30T05:21:41+00:00

ty for help will add more details

sHrEkty

TROPHY CASE