Port DeepLabV3+ to Keras Core #1943
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jbischof
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Jul 14, 2023
keras_cv/models/segmentation/deeplab_v3_plus/deeplab_v3_plus.py
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ianstenbit
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* Add GPU testing for torch and jax * Consolidate cloudbuild files * Reformat image name * gcr.io/cloud-builders/docker * Underscores are hard * Yay Docker * I have activated my second brain cell * IMAGE_NAME * Entrypoint fix in jssonnet * Re-do env variables in jssonnet * Another one * Testing an idea * Try string format * Remove bad export * Rename + try Torch docker image * Create a base test case with Numpy conversion * Some test fixes * Some test fixes * We out here fixing tests * Test fixes -- morning style! * Update README and include a CUDA verification test * Better cuda test * Working docker config * Last round of test fixes ... maybe? * Some cleanup + tests * Fix flaky torch test * Update CI * Fix resizing by using nearest interpolation * Docstring cleanup * Less disgusting fix for XLA * Remove outdated comment * Fix implementation to match paper * Add support for dynamic image input size * Cleanup * Cleanup jit rule * Use get_feature_extractor
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I had to make some small adjustments to the model to a) clean up the docs a bit and b) get it in line with the paper
(https://arxiv.org/pdf/1802.02611.pdf)