Deep Learning

A Deep Learning library for Model Building, Interpretability & Deployment

chitra

chitra (चित्र) is a Deep Learning library for Model Building, Explainable AI, Data Visualization, API Building & Deployment. Load Image from Internet url, filepath or numpy array and plot Bounding Boxes on the images easily. Model Training and Explainable AI. Easily create UI for Machine Learning models or Rest API backend that can be deployed for serving ML Models in Production.

📌 Highlights:

  • [New] Framework Agnostic Model Serving & Interactive UI prototype app ✨🌟
  • [New] Data Visualization, Bounding Box Visualization 🐶🎨
  • Model interpretation using GradCAM/GradCAM++ with no extra code 🔥
  • Faster data loading without any boilerplate 🤺
  • Progressive resizing of images 🎨
  • Rapid experiments with different models using chitra.trainer module 🚀

🚘 Implementation Roadmap

  • One click deployment to serverless platform.
  • Auto Dockerization of Models.

 

 

 

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