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MB J.

Research Assistant @ University of Applied Sciences Dortmund | Research and Development (R&D)

I am the founder of allSTEAM, a social enterprise that provides free access to high-quality and locally adapted STEAM educational resources to students and learners in developing countries. With over four years of experience in leading and managing digital transformation and product growth projects, I help organizations leverage the power of AI, IoT, and edge computing ethically and responsibly.

I am passionate about the application of artificial intelligence in healthcare, especially for low-resource languages and communities. I co-organize tinyML, a global initiative that promotes the development and deployment of ultra-low power machine learning solutions. I also mentor and coach young African leaders to develop entrepreneurial and productive mindsets and skills. I constantly seek and share knowledge with my community, and I am dedicated to creating the largest and most skilled workforce in Africa.

Highlights

Aug 31 · linkedin

Meta Reality Labs present Sapiens: /...

"Sapiens: Foundation for Human Vision Models" is super cool paper with some seriously impressive results for the following tasks:-

  1. 2D pose estimation ( Improved mAP by 7.6 on Humans-5K)
  2. Body-part segmentation (Improved mIoU by 17.1 on Humans-2K)
  3. Depth estimation : (Reduced RMSE by 22.4% on Hi4D)
  4. Surface Normal Estimation: (Reduced angular error by 53.5% on THuman2)

Just think about it, training on 300 million human images and then fine-tuning to nail all these tasks with state-of-the-art performance. That’s wild, right?

Real-world applications

  1. VR/AR.
  2. In healthcare and sport:- physical therapy, fitness tracking, body movement for rehabilitation.
  3. For security and surveillance task
  4. In robotics to help improve human gesture and movement.
  5. In gaming; media production; and etc.

If you're into computer vision, especially anything human-centric, you’ve gotta check this out. The potential here for real-world applications is just huge.

You can checkout the GitHub repo here: https://lnkd.in/ewx2Swbn

Aug 30 · linkedin

Qwen team has released its latest vision language model - the SOTA open-source Qwen2-VL series. I tried the demo, and I must say, its impressive. you can try it too on Hugging Face https://lnkd.in/e9FiCnjT

#LargeLanguageModels #Qwen #VisionLanguageModels #Innovation

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Location

Dortmund, North Rhine-Westphalia, Germany