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OlafenwaMoses / ImageAI

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
https://www.genxr.co/#products
MIT License
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NOT AN ISSUE - I have a prediction model with each class with 50k images #672

Open 6monkeyrs opened 3 years ago

6monkeyrs commented 3 years ago

Hi all,

I was wondering how long to train my prediction model when I have 50k images at 256x256 pixels each? My loss does not change when I do 100 epochs.

Is there a rule of thumbs, if you have x amount of image, do x amount of epochs?

ekesdf commented 3 years ago

How high is your current loss ?

6monkeyrs commented 3 years ago

Currently, started with only 10 epoch, and here is what it is; Epoch 00002: accuracy did not improve from 1.00000 Epoch 3/10 181/475 [==========>...................] - ETA: 58:01 - loss: 0.0000e+00 - accuracy: 1.0000

ovladuk commented 3 years ago

Currently, started with only 10 epoch, and here is what it is; Epoch 00002: accuracy did not improve from 1.00000 Epoch 3/10 181/475 [==========>...................] - ETA: 58:01 - loss: 0.0000e+00 - accuracy: 1.0000

did you figure this out? mine is giving these results and the model doesn't work. getting frustrated!