what smaller model size is the most effective?

[NhatTamNL]

I have a fire detection dataset and I trained it according to the yolov3-tiny config file, but the results are not as expected. Can you recommend me which model is more accurate and has a small model size?

[stephanecharette]

https://www.ccoderun.ca/programming/yolo_faq/#configuration_template

Note this repo is no longer maintained. You should switch to the Hank.ai one: https://www.ccoderun.ca/programming/yolo_faq/#which_repos_to_use_and_avoid

[NhatTamNL]

https://www.ccoderun.ca/programming/yolo_faq/#configuration_template

Note this repo is no longer maintained. You should switch to the Hank.ai one: https://www.ccoderun.ca/programming/yolo_faq/#which_repos_to_use_and_avoid

You can rely on the yolov3-tiny.cfg file to create a config of model with a smaller size

[GautamMahto]

You can use MobileNetV2 for the Classification or For Detection you can use the YOLO v4

[1027663760]

yolov4-tiny_3l.cfg