neoscotch/awesome-iterative-projects

A list of awesome DVC & CML projects

Awesome Iterative Projects

This is list of Awesome projects using Iterative.AI tools from the Community. It will serve as a resource for all of our Community to help people conceptualize the different use cases for our tools. We invite Community members to submit their projects to this list under the appropriate category below. We look forward to sharing with the World all the amazing things our community builds with our tools and how they do it!

Structured (Tabular) Data

DVC Only

DVC + CML

CML Only

🔤 Unstructured Text Data Projects

DVC Only

DVC + CML

CML Only

📷 🎥 Unstructured Images/video Data

DVC Only

DVC + CML

CML Only

🔉 Unstructured Audio Data

DVC Only

• PyTorch classification - Resnet-50 - Based on pretrained-models repo

• PyTorch detection - Faster R-CNN on ResNet-50 from vkoriukina - MMD

DVC + CML

CML Only

❓ Unstructured Other Data

DVC Only

DVC + CML

CML Only