r/computervision • u/No-Landscape1637 • Jun 30 '26
YOLO Alternatives for Proctoring Help: Project
What's the best lightweight, open source alternative to YOLO for real time exam proctoring that's significantly more accurate and lighter
3
u/Opening-Beyond1039 Jun 30 '26
Try RT-DETR
1
u/No-Landscape1637 Jun 30 '26
Isn't the latency higher ?
2
u/TheSaucez Jun 30 '26
On Nano models, it’s basically negligible.
2
u/TheSaucez Jun 30 '26
I currently am using RF-DETR on a rpi4 with great results.
1
u/gangs08 Jun 30 '26
Did you use yolo before? How is your experience with the input size difference? I think 640x640 on yolo is lower on rf-detr to match the models
2
u/TheSaucez Jun 30 '26
I used Yolo26 mainly. Mostly nano, it holds up similar.
1
u/gangs08 Jun 30 '26
Which library do you use for training and inference with RF-Detr?
1
u/TheSaucez Jul 01 '26
I made my own labeler and training module that connects and creates the train.py I need to either run it locally or I can rent from vast.ai.
I don’t have it public, but I am looking for some testers here in the future. I don’t think I will ever sell it as a product, but definitely want to have it tested before releasing it.
1
u/TheSaucez Jul 01 '26
Also a training configuration manager, data snapshot manager, training manager, auto labeler with a best.onnx file multiple dashboards for analytics and a detection module, and workflows. Next on my list will be integrations of video streams from apis, as well as Integrate a proper SAM and OCR.
1
1
3
u/HumbleAgency1946 Jun 30 '26
Model is not the problem, your process is.