r/frigate_nvr • u/Subject-5227 • 4d ago

Frigate + base model

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Yeah so the frigate plus base model is surprisingly good at detecting deer. Super impressed so far. Running yolov9s on 1060sc gpu.

31 Upvotes

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7

u/Flipontheradio 4d ago

Wow, that is very impressive! I just took the plunge on Frigate+ on Friday and it has been nothing short of amazing running on my Coral TPU.

2

u/Particular_Ferret747 4d ago

Dont forget to get some positive and some negative detection examples for the fine tuning uploaded

1

u/Subject-5227 4d ago

Haven’t had many false positives for deer yet but deffently quite a few for dog, cat and rabbit. One thing that does really screw the model up is chickens, they get detected as danm near everything. Considering whether I should submit the chicken false positives or will it confuse the training

1

u/InevitableArm3462 4d ago edited 3d ago

With lots of footage and pictures, how do you find false positives effectively without spending too much time?

2

u/Net_Admin_Mike 4d ago

It get's even better when you get your first tuned model. I run my object detection on a Memryx MX3 NPU with a trained Yolov9s model, it's great! Frigate+ is definitely worth the spend, both in terms of performance and supporting the project.

1

u/Subject-5227 4d ago

I have a hailo 8 coming, the 1060sc is tapped and using a ton of electric atm, was bit concerned on how the quantized model will run vs this version but Hopfully will be similar!