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This repository has been archived by the owner on Aug 12, 2020. It is now read-only.
Is your feature request related to a problem? Please describe.
Segnet is one of the most important segmentation networks and nicely illustrates concepts like upconvolution. Having a clean implementation would benefit lot's of other potentially interesting network implementations.
Describe the solution you'd like
Implement SegNet-Model (create_model-function) in starttf.models (using the vgg16_encoder implementation as an encoder)
Write a full SegNet example (like the mnist example) where the network is trained on cityscapes dataset.
2.1. Write a loss.py
2.2. Write a prepare_training.py
2.3. Write a hyper_params.json
2.4. Write a train.py
If required add cityscapes to the opendatalake.
Describe alternatives you've considered
None.
Additional context
This might be a good issue for someone who wants to start contributing to starttf.
The text was updated successfully, but these errors were encountered:
Is your feature request related to a problem? Please describe.
Segnet is one of the most important segmentation networks and nicely illustrates concepts like upconvolution. Having a clean implementation would benefit lot's of other potentially interesting network implementations.
Describe the solution you'd like
2.1. Write a loss.py
2.2. Write a prepare_training.py
2.3. Write a hyper_params.json
2.4. Write a train.py
Describe alternatives you've considered
None.
Additional context
This might be a good issue for someone who wants to start contributing to starttf.
The text was updated successfully, but these errors were encountered: