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Microscopy 3D Image Analysis

  • Developed, tested, and integrated machine learning models for cell instance segmentation using TensorFlow and PyTorch, achieving high segmentation accuracy
  • Designed and implemented data preprocessing pipelines, significantly reducing processing time.
  • Built scalable backend services using Flask, Docker, and microservice architecture, streamlining the deployment of AI solutions.

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cell instance segmentation using TensorFlow and PyTorch

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