Help for custom AI models with CodeProject

General discussion about Blue Iris
pack2010
Posts: 10
Joined: Thu Oct 31, 2024 6:36 pm

Re: Help for custom AI models with CodeProject

Post by pack2010 »

Wanted to follow up with this. I ended up retraining a model with 10,000 images for each label. I tried putting it back into Blue Iris and CP AI but it hasn't been recognizing the trained labels. Trying to figure out what I did wrong.
PaulDaisy
Posts: 57
Joined: Mon Nov 25, 2024 5:06 am

Re: Help for custom AI models with CodeProject

Post by PaulDaisy »

What a great project! I would be extremely interested to see it working.
MikeLud
Posts: 107
Joined: Sun Mar 21, 2021 3:29 am

Re: Help for custom AI models with CodeProject

Post by MikeLud »

pack2010 wrote: Thu Nov 14, 2024 3:43 am I've gotten all the images (at least 500 for each of the 36 species I'm working with), is there a good auto labeler that's not exorbitantly expensive? Roboflow limits the amount of images I can upload before I have to start spending quite a bit of money.
You can use Make Sense to label your images, it is free.

https://www.makesense.ai/
pack2010
Posts: 10
Joined: Thu Oct 31, 2024 6:36 pm

Re: Help for custom AI models with CodeProject

Post by pack2010 »

MikeLud wrote: Fri Dec 20, 2024 5:35 pm
pack2010 wrote: Thu Nov 14, 2024 3:43 am I've gotten all the images (at least 500 for each of the 36 species I'm working with), is there a good auto labeler that's not exorbitantly expensive? Roboflow limits the amount of images I can upload before I have to start spending quite a bit of money.
You can use Make Sense to label your images, it is free.

https://www.makesense.ai/
I was able to make the labels and then train the model but it doesn't seem like the labels are being recognized when I try to use the model.
MikeLud
Posts: 107
Joined: Sun Mar 21, 2021 3:29 am

Re: Help for custom AI models with CodeProject

Post by MikeLud »

pack2010 wrote: Sat Dec 21, 2024 5:29 pm
MikeLud wrote: Fri Dec 20, 2024 5:35 pm
pack2010 wrote: Thu Nov 14, 2024 3:43 am I've gotten all the images (at least 500 for each of the 36 species I'm working with), is there a good auto labeler that's not exorbitantly expensive? Roboflow limits the amount of images I can upload before I have to start spending quite a bit of money.
You can use Make Sense to label your images, it is free.

https://www.makesense.ai/
I was able to make the labels and then train the model but it doesn't seem like the labels are being recognized when I try to use the model.
How many epochs did you use when train the model.
pack2010
Posts: 10
Joined: Thu Oct 31, 2024 6:36 pm

Re: Help for custom AI models with CodeProject

Post by pack2010 »

82 I think, the metrics had started to level off at that point.
MikeLud
Posts: 107
Joined: Sun Mar 21, 2021 3:29 am

Re: Help for custom AI models with CodeProject

Post by MikeLud »

pack2010 wrote: Sun Dec 22, 2024 4:31 pm 82 I think, the metrics had started to level off at that point.
I find you need at least 200 epochs, Is there any way you can share the dataset and I will try training it. I have RTX 4090 and it shouldn't take that long to train the model.
pack2010
Posts: 10
Joined: Thu Oct 31, 2024 6:36 pm

Re: Help for custom AI models with CodeProject

Post by pack2010 »

Thank you so much!. I PM'd you a link to the google drive I have the images in.
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