OpenCV Healthcare Image Model Training

I am building a deep-learning pipeline in OpenCV for image model training. The model must perform reliable classification on healthcare images; the exact modality is confidential and will be shared after an NDA is in place.

You will take raw, annotated data through preprocessing, augmentation, network design, training, and evaluation. I am open to the framework you prefer—OpenCV in combination with TensorFlow, PyTorch, or Keras is acceptable—as long as the final code is reproducible and clearly documented.

Deliverables
• Clean, well-commented training and inference scripts
• The trained model weights and configuration files
• A short README explaining environment setup, data expectations, and how to run inference

Once these items are validated on a hold-out set I provide, the project is complete. If you have proven experience with medical or similarly sensitive imagery, let’s discuss next steps and timelines.