How to Deploy PyTorch Lightning Models to Production
Different ways to export PyTorch Lightning model for serving using Cortex.
model-serving pytorch-lightning cortex pytorch
How to Extract Structured Data from Documents - Complete Tutorial
In this project we learn how to build AI methods for information extraction from documents to comprehensively beat traditional OCR
optical-character-recognition information-extraction computer-vision natural-language-processing
Topic Modeling with BERT
Leveraging 🤗 Transformers and a class-based TF-IDF to create dense clusters allowing for easily interpretable topics.
bert topic-modeling transformers code
Pokedex streamlit app
Web app form of the Pokedex device found in the pokemon cartoon series built and deployed with streamlit
streamlit convolutional-neural-networks deep-learning classification
Putting ML in Production
A guide and case study on MLOps for software engineers, data scientists and product managers.
production mlops course tutorial
Image Segmentation Using Keras and W&B
This report explores semantic segmentation with a UNET like architecture in Keras and interactively visualizes the model's prediction in Weights & Biases.
semantic-segmentation kera wandb visualization
Simple Transformers: Transformers Made Easy
Simple Transformers removes complexity and lets you get down to what matters – model training and experimenting with the Transformer model architectures.
transformers huggingface simple-transformers text-classification
Introduction to Image Inpainting With Deep Learning
In this article, we are going to learn how to do “image inpainting”, i.e. fill in missing parts of images precisely using deep learning.
inpainting computer-vision deep-learning wandb
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