Deep learning to count and classify central nervous system cells
Budget: $30 – $250 CAD
I am looking for a deep learning expert to help me with a project that involves counting and classifying both neurons and glial cells in the central nervous system.
Skills and experience needed:
- Strong background in deep learning and specifically Convolutional Neural Networks (CNN)
- Experience with image analysis and classification
- Ability to train models using non-annotated images
- Familiarity with central nervous system cell biology and morphology
The project will involve:
- Developing a deep learning model using CNN to count and classify neurons and glial cells in non-annotated images
- Web based, API endpoints
- Optimizing the model for accuracy and efficiency
- Providing guidance on data collection if needed
If you have the necessary skills and experience, please apply and provide examples of similar projects you have worked on.
Skills and experience needed:
- Strong background in deep learning and specifically Convolutional Neural Networks (CNN)
- Experience with image analysis and classification
- Ability to train models using non-annotated images
- Familiarity with central nervous system cell biology and morphology
The project will involve:
- Developing a deep learning model using CNN to count and classify neurons and glial cells in non-annotated images
- Web based, API endpoints
- Optimizing the model for accuracy and efficiency
- Providing guidance on data collection if needed
If you have the necessary skills and experience, please apply and provide examples of similar projects you have worked on.