Image Deblurring using Image Deconvolution
A deep CNN that restores blurred images by reversing motion blur.
Advisor: Prof. Amit Sethi, IIT Bombay · Feb 2023 – Apr 2023
A deep convolutional neural network that restores blurred images by reversing the effects of motion blur.
- Applied transfer learning on a dataset of 12,240 image patches to reduce noise and artifacts and accelerate convergence by fine-tuning a pre-trained CNN.
- Achieved up to 92% deblurring accuracy with a model built in TensorFlow.