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How to save both ‘logs’ and ‘print’ statement outputs in the same file using Python?
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…
Siladittya Manna
Apr 11
The most PyTorch way to extract output from any intermediate layer in a pre-trained model
The most PyTorch way to extract output from any intermediate layer in a pre-trained model
with a little knowledge of the model architecture
Siladittya Manna
Apr 8
Automating Ablation Studies of Deep Learning Models using Batch Script
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…
Siladittya Manna
Oct 9, 2023
Changing the Python version on Google Colab
Changing the Python version on Google Colab
and associated issues
Siladittya Manna
Sep 27, 2023
Hosting Machine Learning Model Demos with Hugging Face Spaces and Streamlit
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.
Siladittya Manna
Sep 14, 2023
Train FasterRCNN faster with 16-bit precision in Detectron2
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…
Siladittya Manna
Sep 2, 2023
Guide to fine-tuning a Pre-trained model for Object Detection tasks with Faster RCNN using…
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…
Siladittya Manna
Sep 1, 2023
The Art of Loading Custom Objects and Functions in Keras
The Art of Loading Custom Objects and Functions in Keras
in the simplest possible way
Siladittya Manna
Aug 28, 2023
Weighted Categorical Cross-Entropy Loss in Keras
Weighted Categorical Cross-Entropy Loss in Keras
In this article, we will be looking at the implementation of the Weighted Categorical Cross-Entropy loss.
Siladittya Manna
Aug 28, 2023
Weighted Binary Cross-Entropy Loss in Keras
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…
Siladittya Manna
Aug 28, 2023
Installing detectron2 in 9 easy steps
Installing detectron2 in 9 easy steps
using Docker inside WSL in Windows 11
Siladittya Manna
Aug 24, 2023
An elegant way to split a Dataset into Train, Validation, and Test splits in Batch Script
An elegant way to split a Dataset into Train, Validation, and Test splits in Batch Script
Researchers and Engineers alike, often use train_test_split from scikit-learn or pre-defined splits to split a dataset into train…
Siladittya Manna
Jun 9, 2023
An elegant way to split a Dataset into Train, Validation, and Test splits in Shell Script
An elegant way to split a Dataset into Train, Validation, and Test splits in Shell Script
Researchers and Engineers alike, often use train_test_split from scikit-learn library or rely on existing split datasets for their use.
Siladittya Manna
Jun 9, 2023
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