Zastra is an end-to-end, enterprise-grade
annotation workflow platform,
that minimizes Data Annotation efforts and maximizes Collaboration.
Uses state-of-the-art Active Learning methods to reduce annotation efforts by up to 70%.
Delivers high-quality detection, classification, and segmentation on image and video datasets.
What’s Inside?
Real-Time Collaboration
Project Sponsor, Data Scientist, Developer, Subject-matter Expert, Annotators…
Active Learning Driven
Significantly reduce annotation effort without sacrificing quality.
Topological Data Analysis
Clearly understand the ‘bias’ in the annotated data.
No Data Movement
Reduce cost; use data from where it is (Blob, S3 bucket, network drives…)
Pre-Built Algorithms
Integrated within the platform for detection and classification
Popular Frameworks
Supports PyTorch & TensorFlow, including ability to change hyper-parameters
Re-Use / Re-Purpose
Easy to use with one or more datasets; Multiple Projects – Multiple Experiments
Easy Export
Not just the labelled datasets but also the models. Move / Export to an external location.
What is the flow?
This is one of the few enterprise tools that focuses on annotation and infuses AI within the workflow
Raw Data
Image / Video Data from standard sources – S3, Blob, Network Storage…
WorkFlow
Create Users / Projects / Experiments / Tasks along with associated raw data
Auto Annotation
Machine-Driven Annotation using pre-built models, with minimal human intervention
Operations
Version-Controlled Packages for data & algorithms | Exported annotations/models
Coming soon…
Segmentation
Extend the platform to support annotation for segmentation. The Zastra repository will have algorithms that support segmentation for enabling active learning of datasets.
ML Ops
Provide end-to-end ML ops-version control for datasets / experiments and templated pipelines, to deploy the model to standard cloud-based environments and the Edge.
Deep Bayesian Active Learning
Incorporate advances in Bayesian deep learning in the active learning framework. Further, improve the quality of annotations using specialized architectures like Bayesian CNN
Join the Closed Beta
It’s time for Zastra’s Closed Beta!
Our experts have spent countless hours hand-crafting this breakthrough solution for you. While we’re still actively adding features to the platform, we just couldn’t wait to take you on a test drive!
Once you have taken it for a spin, we’d love to hear your thoughts on enhancing the platform’s effectiveness!
If you want to be one of the first to explore Zastra for your model development, we would love to onboard you to the Closed Beta program.
More questions? Just ask us.
I'd like to learn more about why I should choose Zastra.
- Zastra is an Active Learning-based, E2E enterprise MLOps platform that reduces the time required to label and annotate data to power your business applications, and provides a unified, collaborative environment for managing the entire AI model development, training, and deployment process.
- Zastra’s key capabilities include Active-Learning based object classification, object detection, localization, and segmentation (coming). We can do this for images, video, audio, text, and point cloud data.
- Zastra has comprehensive ML-assisted enterprise workflows that bring together disparate teams such as SMEs, Data Scientists, Labeling team, Project Management, ML Engineering, Deployment, and Production so they are collaborating effectively and reduce time-to-market,
- These capabilities in aggregate provide the world’s first enterprise-grade DevOps platform to manage the computer vision lifecycle (now) and also build enterprise-grade AI-powered applications (in the future).
A snapshot of what it is:
I'm still trying to understand how Zastra can help us.
Well, Zastra lets you reduce time and effort, and increase collaboration and effectiveness of the entire AI development and deployment process by providing a unified platform to help resolve data ambiguity, build fast and versatile data pipelines, and supports model training and deployment, while freeing you to focus on your use case(s) that driving business impact.
I'm curious to know how much it will cost me to use Zastra.
Right now, it is absolutely free for beta users.
I've just filled the Beta form and haven't received an email from you.
We totally understand how excited you are to experience this platform. Our team will reach you in 24 hours. If it has been more than 24 hours, please write to us via the “Contact Us” form.
I'm highly concerned about the data I handle and I'd like to see how secure Zastra is.
Zastra can access your data within your framework – that means you need not move your data anywhere. It’s absolutely safe!
I've something else on my mind and I'd love to speak with your experts.
Thank you for your interest! Our experts would love to connect with you. Please fill the below form and schedule a demo right away!
