Data Breakfast 15.06.2022|Coding challenges data modeling, image processing, and 3D modeling.

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The speakers in the conversation cover various coding topics, including data modeling, algorithmic problem-solving, and recent cyber attacks. They discuss the importance of balancing speed and functionality during product development while also prioritizing readability, documentation, and maintainability in coding. They touch upon the challenges of obtaining high-quality labeled data for training machine learning models and discuss the use of thermal imaging for detecting leaks in power lines, including the difficulties of using it in different weather conditions. The speakers also discuss the challenge of accurately detecting the length and shape of a cow's horns using image processing techniques, including segmentation and post-processing. They consider different approaches, such as detecting the midpoint of the horns and measuring the length of the skeleton of the segmented image. The conversation ends with a brief discussion about a startup that received grant support and is working on an image manipulation project involving cows. They also briefly discuss makeup and face recognition technology, including the challenges of accurately applying makeup to a virtual face and the importance of having high-quality labeled data for training facial recognition models. In a separate conversation, the speakers discuss the complexities of 3D modeling and the challenges of accurately representing human anatomy in 3D space. They discuss the use of key points and skeleton frameworks to represent human movement and the difficulties of accurately capturing and labeling these points. They also touch upon the use of regression networks for modeling and the challenges of scaling up the number of coordinates and labeled data required for accurate modeling. Additionally, they briefly mention a project by Sberbank involving their own cryptocurrency and the potential issues with government regulation and anonymity.

Видео Data Breakfast 15.06.2022|Coding challenges data modeling, image processing, and 3D modeling. канала Data Lounge