Suvaditya Mukherjee

Suvaditya Mukherjee

he/him

ML @ USC, Google Developer Expert for AI and Google Cloud

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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.

Pages

Posts

Keras

2 minute read

Published:

This documents my journey of working with Keras.io and its open-source repository of code examples and tutorials. Read more

Weights & Biases Blogs

less than 1 minute read

Published:

This is a detailed report around using YOLO-NAS and WandB together to perform a real-world task. Read more

PyImageSearch

1 minute read

Published:

A set of blogs I wrote for PyImageSearch, a reputed Computer-Vision and Deep-Learning educational technology company. Read more

Medium

1 minute read

Published:

This documents my journey of writing for the first time, as part of the Towards Data Science Authors program and through the Google Cloud Community Medium page as well. Read more

portfolio

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
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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
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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

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.
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talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post. Read more

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post. Read more