Siladittya Manna – Medium

Siladittya Manna

Siladittya Manna
in
The Owl

How to save both ‘logs’ and ‘print’ statement outputs in the same file using Python?

While doing one experiment, I needed to save the logs and the print statement outputs, in the same log file. Both the logs and print…

Apr 11

How to save both ‘logs’ and ‘print’ statement outputs in the same file using Python?

Apr 11

Siladittya Manna
in
The Owl

The most PyTorch way to extract output from any intermediate layer in a pre-trained model

with a little knowledge of the model architecture

Apr 8

The most PyTorch way to extract output from any intermediate layer in a pre-trained model

Apr 8

Siladittya Manna
in
The Owl

Automating Ablation Studies of Deep Learning Models using Batch Script

In this article, we will look at a short example of how we can automate running ablation study experiments on our deep learning models…

Oct 9, 2023

Automating Ablation Studies of Deep Learning Models using Batch Script

Oct 9, 2023

Siladittya Manna
in
The Owl

Changing the Python version on Google Colab

and associated issues

Sep 27, 2023

Changing the Python version on Google Colab

Sep 27, 2023

Siladittya Manna
in
The Owl

Hosting Machine Learning Model Demos with Hugging Face Spaces and Streamlit

This article will describe the steps required to set up a demo for a machine / deep learning model on Hugging Face Spaces using Streamlit.

Sep 14, 2023

Hosting Machine Learning Model Demos with Hugging Face Spaces and Streamlit

Sep 14, 2023

Siladittya Manna
in
The Owl

Train FasterRCNN faster with 16-bit precision in Detectron2

One of the features of Detectron2 is that it is faster than its previous versions. Now, with the release of the wonderful library PyTorch…

Sep 2, 2023

Train FasterRCNN faster with 16-bit precision in Detectron2

Sep 2, 2023

Siladittya Manna
in
The Owl

Guide to fine-tuning a Pre-trained model for Object Detection tasks with Faster RCNN using…

In this article, we will be going through the steps needed to fine-tune a pre-trained model for object detection tasks using Faster RCNN as…

Sep 1, 2023

Guide to fine-tuning a Pre-trained model for Object Detection tasks with Faster RCNN using…

Sep 1, 2023

Siladittya Manna
in
The Owl

The Art of Loading Custom Objects and Functions in Keras

in the simplest possible way

Aug 28, 2023

The Art of Loading Custom Objects and Functions in Keras

Aug 28, 2023

Siladittya Manna
in
The Owl

Weighted Categorical Cross-Entropy Loss in Keras

In this article, we will be looking at the implementation of the Weighted Categorical Cross-Entropy loss.

Aug 28, 2023

Weighted Categorical Cross-Entropy Loss in Keras

Aug 28, 2023

Siladittya Manna
in
The Owl

Weighted Binary Cross-Entropy Loss in Keras

While there are several implementations to calculate weighted binary and cross-entropy losses widely available on the web, in this article…

Aug 28, 2023

Weighted Binary Cross-Entropy Loss in Keras

Aug 28, 2023

Siladittya Manna

Siladittya Manna

Senior Research Fellow @ CVPR Unit, Indian Statistical Institute, Kolkata || Research Interest : Computer Vision, SSL, MIA. || https://sadimanna.github.io

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