Posts by Collection

portfolio

Portfolio item number 1

Published: April 18, 2025

Short description of portfolio item number 1
Read more

Portfolio item number 2

Published: April 18, 2025

Short description of portfolio item number 2
Read more

publications

Getting Started with Docker for Machine Learning

Published in PyImageSearch, 2023

First part in series, about using Docker for Machine Learning workflows Read more

Recommended citation: Mukherjee, S. “Getting Started with Docker for Machine Learning,” PyImageSearch, P. Chugh, A. R. Gosthipaty, S. Huot, K. Kidriavsteva, and R. Raha, eds., 2023, https://pyimg.co/k3xw6
Download Paper

Getting Used to Docker for Machine Learning

Published in PyImageSearch, 2023

Second part in series, about using common Docker utilities Read more

Recommended citation: Mukherjee, S. “Getting Used to Docker for Machine Learning,” PyImageSearch, P. Chugh, A. R. Gosthipaty, S. Huot, K. Kidriavsteva, and R. Raha, eds., 2023, https://pyimg.co/hf5bk
Download Paper

Setting Up a GPU Development Environment Using Docker

Published in PyImageSearch, 2023

Third and final part in series, about setting up GPU environments with Docker Read more

Recommended citation: Mukherjee, S. “Setting Up a GPU Development Environment Using Docker,” PyImageSearch, P. Chugh, A. R. Gosthipaty, S. Huot, K. Kidriavsteva, and R. Raha, eds., 2023, https://pyimg.co/8bf3a
Download Paper

Guiding the Student’s Learning Curve: Augmenting Knowledge Distillation with Insights from GradCAM*

Published in MoSICom, 2023

We show that you can speed up convergence upon using internal signals of the teacher network in conjunction with the normal distillation process. Read more

Recommended citation: S. S. Mukherjee, D. Vinod Chandan and S. Dongre, "Guiding the Student’s Learning Curve: Augmenting Knowledge Distillation with Insights from GradCAM," 2023 International Conference on Modeling, Simulation & Intelligent Computing (MoSICom), Dubai, United Arab Emirates, 2023, pp. 587-591
Download Paper | Download Slides

Project Lingua Franca: Democratizing Information through Unified Optical Character Recognition and Neural Machine Translation*

Published in MoSICom, 2023

Using latest advances in low-resource language modelling to translate old books into modern languages. Read more

Recommended citation: S. S. Mukherjee, A. Chandra, K. Chemburkar and V. Kulkarni, "Project Lingua Franca: Democratizing Information through Unified Optical Character Recognition and Neural Machine Translation," 2023 International Conference on Modeling, Simulation & Intelligent Computing (MoSICom), Dubai, United Arab Emirates, 2023, pp. 486-491
Download Paper | Download Slides

Unlocking Image Clarity: A Comprehensive Guide to Super-Resolution Techniques

Published in PyImageSearch, 2024

First part of series in Image Super-Resolution, about conventional methods to get started. Read more

Recommended citation: Mukherjee, S. “Unlocking Image Clarity: A Comprehensive Guide to Super-Resolution Techniques,” PyImageSearch, P. Chugh, A. R. Gosthipaty, S. Huot, K. Kidriavsteva, and R. Raha, eds., 2024, https://pyimg.co/w4kr8
Download Paper

Sharpen Your Vision: Super-Resolution of CCTV Images Using Hugging Face Diffusers

Published in PyImageSearch, 2024

Final part of series in Image Super-resolution, about using Diffusers to achieve higher-res images. Read more

Recommended citation: Mukherjee, S. “Sharpen Your Vision: Super-Resolution of CCTV Images Using Hugging Face Diffusers,” PyImageSearch, P. Chugh, A. R. Gosthipaty, S. Huot, K. Kidriavsteva, and R. Raha, eds., 2024, https://pyimg.co/eoubf
Download Paper

ICPR 2024 Competition on Rider Intention Prediction*

Published in International Conference on Pattern Recognition (Lecture Notes for Computer Science), 2024

This paper is about solutions presented for the ICPR 2024 Competition on Rider Intention Prediction. Read more

Recommended citation: Gangisetty, S. et al. (2025). ICPR 2024 Competition on Rider Intention Prediction. In: Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, CL., Bhattacharya, S., Pal, U. (eds) Pattern Recognition. Competitions. ICPR 2024. Lecture Notes in Computer Science, vol 15334. Springer, Cham.
Download Paper