Continuous Computer Vision with DVC, CML, and DeepChecks at DeepXHub.com

Dmytro Filatov, CEO of DeepXHub presents Continous Computer Vision with DVC, CML and DeepChecks. This presentation is a great example of a real-life use case in computer vision using DVC, CML, and DeepChecks. Dmytro reviews the major pain points of what life was like for his team before using DVC and CML and the gains that they have received since using the tools.

You will learn about:

1. DVC and CML for Computer Vision Applications

2. Automatic Test Run reports generation with CML and Deepchecks

3. Continous Computer Vision - How the field develops

Dmytro's Bio:

- Dmytro is the CEO of DeepXhub.com and a member of the Forbes Technology Council. Since 2015 DeepXhub.com provides full-cycle computer vision solutions for the prevention of high-cost incidents and fatalities. Incl.: Quality of operations, Safety compliance, and Quality assurance monitoring. for large enterprise customers with 5000+ employees (air transportation, warehousing, mining, government), and custom solutions for fast-paced startups. DeepXhub.com] was founded by immigrants from Ukraine, it is family-owned and operated.
- Public CV: https://docs.google.com/document/d/1818zYal3ilvhz9NM_vKt6_qvHC1dXuekCkomjkmzXU4/edit?usp=sharing

Additional resources from the talk:

Dmytro on LinkedIn: http://linkedin.com/in/dim25

Learn more about DeepXHub at https://deepxhub.com

A detailed article on DeepChecks for Computer Vision: https://deepchecks.com/data-drift-in-computer-vision-models

Metrics to Evaluate your Semantic Segmentation model: https://towardsdatascience.com/metrics-to-evaluate-your-semantic-segmantation-model-6bcb99639aa2

DeepX: Computer Vision Application in Logistics: https://www.youtube.com/watch?v=u3nLiOFLeOE

To learn more about Iterative's open-source and SaaS tools please visit:
🧑🏽‍💻 Our online course: https://learn.iterative.ai
✍🏼 Our docs: https://dvc.org/doc
https://cml.dev/doc
https://mlem.ai/doc
https://studio.iterative.ai

Join our Discord server: https://discord.gg/W49xzNmycw

We look forward to seeing you in the Community!

Видео Continuous Computer Vision with DVC, CML, and DeepChecks at DeepXHub.com канала DVCorg