Quality Match GmbH

📍 Heidelberg, Germany🗓 Founded 2019👥 30 employees💰 Last funded 2023
Software Development🌐 quality-match.com
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Better datasets create better machine learning models, enabling better products.Quality Match verifies and improves the quality of datasets for computer vision and machine learning. This can be applied to: - dataset architecture (are my dataset and taxonomy good?) - measure the quality of annotation providers (is the quality as advertised?) - evaluate model performance (when does the model fail?) - supervise model-drift (is the model still working?) and many more use cases. We focus on creating actionable, quantitative metrics on dataset quality, such as: - representativeness (bias analysis) - accuracy (labels, detection rates and geometric properties of annotations) - and ambiguity (edge cases due to bad data or bad taxonomies). We do this by breaking down quality questions into a large decision tree where each node is either a training-free, unambiguous crowd-sourcing task which is repeated until statistical significance, or a pretrained machine learning model with known confusion matrix. We call this system our Annotation Quality Engine. To verify your data, we help you verifying and integrating your metrics into our Annotation Quality Engine which you will then be able to query through a simple REST API.
4
Total investors
1
Early stage
3
Mid stage
0
Late stage
2019
Founded

Investors

4 investors
All
Early stage
Mid stage
Late stage
Investor geography2 countries
Germany
3
United States
1
Investor activity2021–2023 · investors recorded per year
202112022220231
Recent (last 2y)Earlier
Frequently asked questions
Who invested in Quality Match GmbH?
Quality Match GmbH has 4 investors on record on gritt.io, including 1 early-stage backers, 3 mid-stage.
When did Quality Match GmbH last raise funding?
The most recent investment in Quality Match GmbH recorded on gritt.io was in 2023.
When was Quality Match GmbH founded?
Quality Match GmbH was founded in 2019.
What industry is Quality Match GmbH in?
Quality Match GmbH operates in Software Development. Find similar Software Development investors on gritt.io.
Where is Quality Match GmbH based?
Quality Match GmbH is headquartered in Heidelberg, Germany.