Search found 7 matches

by Behrad
Sat Aug 01, 2020 12:59 pm
Forum: General Topics
Topic: Problems with Machine learning
Replies: 7
Views: 43

Re: Problems with Machine learning

No what I ment was that I have to resize the images because I cant make the input shape of the model (50,50) wich is the average shape of the data set .why?when I try to do so the model gives me memory error because I'm running the "algorithm" on a way large image!is there any other way to fix the p...
by Behrad
Sat Aug 01, 2020 12:21 pm
Forum: General Topics
Topic: Problems with Machine learning
Replies: 7
Views: 43

Re: Problems with Machine learning

Hi
Well my image is binary with a white background I guess number 2 may be the case I'll check it.my problem is that I cant make my models input image too large (larger than 30 pix I guess)or the openmv will give me some memory errors is the only solution openmv cam h7+?
by Behrad
Sat Aug 01, 2020 10:47 am
Forum: General Topics
Topic: Problems with Machine learning
Replies: 7
Views: 43

Re: Problems with Machine learning

Hi,thanks for a such quick reply In fact I've trained the model with a dataset wich I created with openmv ides dataset editor!i haven't use edge impulse though I'm familiar with the over fitting process and that's why I've taken created the dataset with openmv ide.i used agumantation though but the ...
by Behrad
Sat Aug 01, 2020 7:37 am
Forum: General Topics
Topic: Problems with Machine learning
Replies: 7
Views: 43

Problems with Machine learning

Hi! i have an Openmv Cam H7 and ive prepared a dataset with it for learning characters [H,S,U].its a quiet simple task for Deep learning! my model consists of two Convolution layers and two Fully connected layer. ive trained it with Google colab and got an evaluation accuracy of about 95%.(the eval ...
by Behrad
Sat Jul 04, 2020 6:18 am
Forum: General Topics
Topic: Tensorflow lite
Replies: 5
Views: 195

Re: Tensorflow lite

Well i have some different models with a bit different structures i wanted to test them on the openmv cam so then i could decide which one i use!so i cant give you an exact number yet but their size varies from 100kb to 600kb! its a pretty wide range!but the error happens with all of them! and there...
by Behrad
Fri Jul 03, 2020 12:56 am
Forum: General Topics
Topic: Tensorflow lite
Replies: 5
Views: 195

Re: Tensorflow lite

Hi thanks for your quick reply,
Yeah its bigger than 10kb but I dont think that's the case,because the only thing I've done was loading the model! Do you think overflow can happen with just loading a model? I'm new to tensorflow
by Behrad
Thu Jul 02, 2020 8:59 am
Forum: General Topics
Topic: Tensorflow lite
Replies: 5
Views: 195

Tensorflow lite

Hello! ive trained and saved a keras model for detecting some specific letters and i checked if the op i used are supported on tflite.i checked and my model is working properly but every time i try to do sth with it with my Openmv Cam (H7) when the program reaches a line who has sth to do with my tf...

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