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Danil G. Status: Offline
Chon Buri, Thailand
86% Job Success

ML-researcher

I've worked as a team lead/developer processing video streams from CCTV cameras. As a computer vision software developer, I handle all stages of system creation, from planning to model training. Skilled in training custom models, utilizing open-source frameworks (PyTorch, TensorFlow, MM), and integrating networks across platforms. Projects: 1. Developed detectors for humans, poses, heads, facial keypoints, cars, and license plates. 2. Trained face recognition models. 3. Implemented a face swapper. 4. Created systems for recognizing attributes like gender, age, and more. 5. Developed classifiers for driver fatigue, covered cameras, driver attentiveness, and phone usage detection. These projects represent just a snapshot of my experience, and I have also worked on numerous other projects within the realm of computer vision and software development.
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Skills

Skills

  • Computer Vision
  • Machine Learning
  • Python
  • Data Science
  • OpenCV
  • Natural Language Processing
  • PyTorch
  • Deep Learning
  • TensorFlow
  • Automatic Speech Recognition
  • Image Processing
  • CI/CD
  • Docker
  • Git
  • OCR Algorithm

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