In this project various dental diseases like caries, periodontics, impacted teeth etc. are detected and localized in panoramic dental x-ray using computer vision.
Technologies and concepts used: image processing, object detection and localization, Convolution Neural Network(Faster RCNN),transfer learning.
Tools & libraries used: Python 3, numpy, pandas, OpenCV, PIL, TensorFlow, Keras, Google collab, Kaggle notebook
Checkout output images and ppt for more details about the project.
Note: This is very early prototype of the final project. I am not able to upload entire final project due to company policy. Result images are taken from the final project result.