Writing | Karthik

Writing

2026

Zero trust data pipeline framework February 6, 2026

2025

Asyncio_to_thread September 17, 2025
Model inference in seldon kubernetes cluster March 9, 2025

2024

Synthetic data generation December 27, 2024
Dockerize whisper model April 13, 2024
tsai model inference April 3, 2024

2023

Training LLM October 7, 2023
Tunable loss functions for binary classification problems July 16, 2023
Image augmentation with imgaug July 4, 2023
Google pegasus summarization model installation June 25, 2023
Convert decision tree to decision table January 16, 2023

2022

DiffusionDet Inference November 25, 2022
Convert PyTorch to TFLite September 27, 2022
tflite inference in raspberry pi September 14, 2022
Machine Learning and Deep Learning comparison June 5, 2022
Siamese Network for duplicate detection May 5, 2022
Low dimension neural network training March 31, 2022
Gradio Tutorial February 1, 2022

2021

Segmentation data annotation cvat December 17, 2021
Serving Tensorflow to 300 million predictions per second September 24, 2021
Statistically stopping of neural network training July 3, 2021
Visualize feature maps May 9, 2021

2020

Exploring Siamese Network November 23, 2020
Multi-Model Ensemble via Adversarial Learning October 4, 2020
Complete IoU May 9, 2020
Named Entity Recognition April 12, 2020
Text Summarization Architectures February 29, 2020

2019

CenterNet December 2, 2019
Optimization in Deep Learning November 24, 2019
EfficientDet November 22, 2019
Decoding gradients October 28, 2019
GANS October 14, 2019
4D Spatio-Temporal Convnets September 27, 2019
U-GAT-IT Architecture August 16, 2019
Digital Matting July 16, 2019
Class Activation Map July 5, 2019
AI @ fb March 3, 2019
All about Seq2seq January 19, 2019
Understanding CNN January 15, 2019
Gated Graph Sequence Neural Networks January 1, 2019

2018

Multi Target Prediction December 26, 2018
Neural Network without Math December 12, 2018
Summary - SGDR November 28, 2018
AI @ Cornell November 18, 2018
List of AI Research Projects at Stanford.MIT.CMU November 16, 2018
Summary - Gradient Descent Finds Global Minimum November 14, 2018
Summary - Mask RCNN November 10, 2018
Interesting projects at Microsoft Research AI November 10, 2018
Summary - Google BERT November 6, 2018
Deep Learning interview questions. October 31, 2018
Summary - Super Resolution October 29, 2018
5 Intresting papers from Google AI - Nov01 October 29, 2018
Summary - Densenet October 25, 2018
Different Convolutions October 17, 2018
Summary - A Dataset and Architecture for Visual Reasoning with a Working Memory October 13, 2018
Intro to Receptive field from a Research Paper September 29, 2018
Feed Forward Propagation from Andrew Ng Machine Learning Lecture September 27, 2018
How to use GPU on Tensorflow September 25, 2018

2014

Text Formatting Examples January 1, 2014