CompanyRemote

Synthetic Waveform Generation for Image Classifier

Project-Based

Description

I'm looking to develop an image classifier model to detect and classify patient ventilator asynchrony events, specifically trigger asynchrony, cycle asynchrony, and flow asynchrony.

Currently, I don't have any data for training the model. I need to generate synthetic waveforms using a combination of mathematical models and rule-based algorithms.

Key Requirements:

  • Generate synthetic waveforms for training
  • Use a combination of mathematical models and rule-based algorithms
  • Classify three types of asynchrony events: trigger, cycle, and flow

Ideal Skills and Experience:

  • Proficiency in Python
  • Experience with synthetic data generation
  • Knowledge of image classification and machine learning
  • Familiarity with ventilator waveforms and asynchrony events Budget: INR 1500–12500 Skills: Python, Matlab and Mathematica, Algorithm, Machine Learning (ML), Artificial Intelligence, AI Text-to-text, AI Model Development, AI Development

Skills

AlgorithmAIMachine Learning (ML)Machine LearningArtificial IntelligenceAI Text-to-textMatlab and MathematicaAI Model DevelopmentMATLABMLPythonAI Development

Want AI to find more roles like this?

Upload your CV once. Get matched to relevant assignments automatically.

Try personalized matching

Similar assignments