Quality In = Quality Out
Integrate QA tools into every stage of the ML process to ensure high-quality data for a high-quality model.
Annotation Review
Make quality a team effort; easily manage workflows where supervisors accept or reject annotators’ work.
Quality Analytics
Visualize per-class and per-annotator performance to effectively identify flaws and improve overall quality.
Consensus
Most platforms can scale quantity but, by merging annotation sets from different sources, the consensus tool lets Innotescus scale quality.
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The industry insights that fuel our desire to create the best-in-class machine learning annotation platform.
How We Placed Second in Andrew Ng’s Data-Centric AI Challenge
Shashank, Chris, and Rob first worked together at ChemImage Corporation, leveraging machine learning with dense hyperspectral imaging datasets to identify chemical
Data Security: How Innotescus Makes Cloud-Based ML Solutions Safe
It’s hard to live in today’s world and not be bombarded by mentions of “the cloud.” From the way we stream music and find directions on a road trip to the way we pay friends for
Digital Literacy and Digital Labor: Exploring the Relationship Between Data-Centric AI and Human-Centric Work
The digital labor market at a glance How much is the digital labor market growing? Digital labor is transforming the way we work. As of last year, the online workforce contained over
September 2021 Release Notes: Metadata+Dive
This past month, we released some of the most exciting tools for Innotescus yet, as well as some other features that only sweeten the deal. Read how new Metadata capabilities
MLOps+Innotescus: How to find AI success where 80% of businesses fail
Machine Learning Operations (MLOps) is rapidly gaining new momentum amongst Data Scientists, ML Engineers and AI enthusiasts. While MLOps is supposed to improve AI
Data-Centric, Human-Powered: Exploring the double-meaning of ‘humans-in-the-loop’
In the last issue of The Batch, DeepLearning.ai founder Andrew Ng opened up about his late grandfather and newly-born child. He briefly described his grandfather’s storied and
Innotescus Named a Top Machine Learning Company in Pennsylvania by futurology
The advancement of machine learning depends on better data, and Innotescus is taking the lead. We are always striving to bring the next INNOvation in data annotation
Release Notes: August 2021
This round of updates includes some small-but-mighty improvements that our team thinks is essential for any annotation platform. Now, Innotescus offers easier
RE2 Robotics Increases ML Model Accuracy from 50% to 90% with Innotescus
What makes a robot move accurately? At RE2 Robotics, it’s a constant stream of unstructured data, as well as the machine learning “brain” that translates it. But annotation workflows