Pavan Sai Eshwar Chandra Boppana Email & Phone Number

Bengaluru, Karnataka, India

Image Deskewing:Designed and implemented a neural network-based solution for image deskewing, improving document alignment and readability.Utilized Python and TensorFlow to develop and train a model that corrects skewed images with high accuracy.

Salem, Tamil Nadu, India

Image Deblurring:Developed a TensorFlow-based neural network using a U-Net architecture for effective image deblurring.Preprocessed and augmented datasets of blurry and sharp images to train and validate the model.Fine-tuned the U-Net model and optimized hyperparameters to enhance deblurring performance and clarity.Evaluated model effectiveness using PSNR and SSIM metrics, demonstrating substantial improvements in image sharpness.Image Denoising:Implemented a DCANet (Dual Convolutional Attentive Network) architecture in TensorFlow to address image denoising challenges.Preprocessed and augmented noisy image datasets to effectively train and validate the denoising model.Optimized the DCANet model and fine-tuned hyperparameters to improve noise reduction and image clarity.Assessed model performance using metrics such as PSNR and SSIM, achieving significant noise reduction and enhanced image quality.

Hyderabad Area, India

Bachelor Of Technology - Btech, Computer Science Engineering

Intermediate, Mpc, 96.4%

Education record

Education record