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Re: Help for custom AI models with CodeProject
Posted: Thu Dec 19, 2024 6:57 pm
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.
Re: Help for custom AI models with CodeProject
Posted: Fri Dec 20, 2024 3:59 pm
by PaulDaisy
What a great project! I would be extremely interested to see it working.
Re: Help for custom AI models with CodeProject
Posted: Fri Dec 20, 2024 5:35 pm
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/
Re: Help for custom AI models with CodeProject
Posted: Sat Dec 21, 2024 5:29 pm
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.
Re: Help for custom AI models with CodeProject
Posted: Sat Dec 21, 2024 5:42 pm
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.
Re: Help for custom AI models with CodeProject
Posted: Sun Dec 22, 2024 4:31 pm
by pack2010
82 I think, the metrics had started to level off at that point.
Re: Help for custom AI models with CodeProject
Posted: Sun Dec 22, 2024 4:59 pm
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.
Re: Help for custom AI models with CodeProject
Posted: Tue Dec 24, 2024 5:12 pm
by pack2010
Thank you so much!. I PM'd you a link to the google drive I have the images in.