README.md

zero-to-hero

Create and deploy to production a simple neural network for Computer Vision

Tools Used

• JAX Library for computing gradients, performing tensor operations and scheming the segmentation model
• Wandb for metrics and training tools
• MLflow for deploying and compiling the model for production
• Gradio for interactive user-experience platform within an online platform (Data-ICMC Website).

Datasets to consider

• LabelMe 12 50k
• City-Scapes
• CamVid

References

• DSNet-Fast
• DSNet