Berkay Mayalı

Results 6 comments of Berkay Mayalı

Greetings @Jonovono, You could define callbacks before starting the model training. Below, I provide an example of a callback. Please set it before training the model. for more information: [callbacks](https://www.tensorflow.org/api_docs/python/tf/keras/callbacks)...

Hello @usingsystem007, please accept my apologies for the delayed response. I am quite busy. However, while transferring this notebook, I omitted some parts. I will verify and update the code...

Greetings @bc-bytes, you have passed the pretty low image size (64x48) for the encoder. Please consider experimenting with input dimensions of 224x224 or 256x256. Additionally, make sure that your data...

Sorry! To meet the desired dimensions, you will need to change the architecture of the network. A size of 64x48 is small. Developing a segmentation model with this size may...

Hello @bc-bytes, firstly, thank you for bringing up the issue. The library can not support the "REDUCELRONPLATEAU" and "COSINEANNEALINGWARMRESTARTS" lr schedulers. However, all other schedulers are supported. Therefore, receiving [this](https://github.com/mberkay0/pretrained-backbones-unet/issues/3#issuecomment-1528752803)...

Greetings @SamratSinghRathore, The divergence/non-convergence of a model may depend on more than one situation. I recommend trying different parameters and different encoders. You may also consider freezing specific layers of...