Image Classification of Early-Stage Dementia MRI Scans
Budget: ₹600 – ₹1,500 INR
I am looking for a deep learning expert with experience in image classification using Convolutional Neural Networks (CNN) and densenet model. The project involves classifying early-stage dementia MRI scans into classes(AD, CN, LMCI, EMCI) with a desired accuracy of more than 90%.
I have a pre-existing dataset and a full-fledged working code. I need some modifications to be done in that code so that it cannot be identified as plagiarized.
Skills and experience required:
- Strong understanding of CNN and its application in image classification
- Experience working with medical imaging datasets
- Proficiency in Python and relevant libraries such as TensorFlow or PyTorch
- Ability to preprocess and augment image data for optimal model training
- Familiarity with evaluation metrics for classification models
- Knowledge of techniques for handling imbalanced datasets
If you have the skills and experience required, I look forward to hearing from you.
I have a pre-existing dataset and a full-fledged working code. I need some modifications to be done in that code so that it cannot be identified as plagiarized.
Skills and experience required:
- Strong understanding of CNN and its application in image classification
- Experience working with medical imaging datasets
- Proficiency in Python and relevant libraries such as TensorFlow or PyTorch
- Ability to preprocess and augment image data for optimal model training
- Familiarity with evaluation metrics for classification models
- Knowledge of techniques for handling imbalanced datasets
If you have the skills and experience required, I look forward to hearing from you.