Writing

2024

• Dockerize whisper model

  April 13 - 2 minute read

• tsai model inference

  April 3 - 2 minute read

2023

• Training LLM

  October 7 - 7 minute read

• Tunable loss functions for binary classification problems

  July 16 - 3 minute read

• Image augmentation with imgaug

  July 4 - less than 1 minute read

• Google pegasus summarization model installation

  June 25 - 10 minute read

• Convert decision tree to decision table

  January 16 - 2 minute read

2022

• DiffusionDet Inference

  November 25 - 12 minute read

• Convert PyTorch to TFLite

  September 27 - 1 minute read

• tflite inference in raspberry pi

  September 14 - less than 1 minute read

• Machine Learning and Deep Learning comparison

  June 5 - 5 minute read

• Siamese Network for duplicate detection

  May 5 - 5 minute read

• Low dimension neural network training

  March 31 - 3 minute read

• Gradio Tutorial

  February 1 - 2 minute read

2021

• Segmentation data annotation cvat

  December 17 - 1 minute read

• Serving Tensorflow to 300 million predictions per second

  September 24 - 8 minute read

• Statistically stopping of neural network training

  July 3 - 3 minute read

• Visualize feature maps

  May 9 - 4 minute read

2020

• Exploring Siamese Network

  November 23 - 1 minute read

• Multi-Model Ensemble via Adversarial Learning

  October 4 - 6 minute read

• Complete IoU

  May 9 - 4 minute read

• Named Entity Recognition

  April 12 - 17 minute read

• Text Summarization Architectures

  February 29 - 11 minute read

2019

• CenterNet

  December 2 - 6 minute read

• Optimization in Deep Learning

  November 24 - 12 minute read

• EfficientDet

  November 22 - 4 minute read

• Decoding gradients

  October 28 - 1 minute read

• GANS

  October 14 - 6 minute read

• 4D Spatio-Temporal Convnets

  September 27 - 6 minute read

• U-GAT-IT Architecture

  August 16 - 2 minute read

• Digital Matting

  July 16 - 5 minute read

• Class Activation Map

  July 5 - 2 minute read

• AI @ fb

  March 3 - less than 1 minute read

• All about Seq2seq

  January 19 - 6 minute read

• Understanding CNN

  January 15 - 2 minute read

• Gated Graph Sequence Neural Networks

  January 1 - 9 minute read

2018

• Multi Target Prediction

  December 26 - 3 minute read

• Neural Network without Math

  December 12 - 3 minute read

• Summary - SGDR

  November 28 - 3 minute read

• AI @ Cornell

  November 18 - less than 1 minute read

• List of AI Research Projects at Stanford.MIT.CMU

  November 16 - 1 minute read

• Summary - Gradient Descent Finds Global Minimum

  November 14 - 7 minute read

• Summary - Mask RCNN

  November 10 - 11 minute read

• Interesting projects at Microsoft Research AI

  November 10 - 2 minute read

• Summary - Google BERT

  November 6 - 9 minute read

• Deep Learning interview questions.

  October 31 - 2 minute read

• Summary - Super Resolution

  October 29 - 6 minute read

• 5 Intresting papers from Google AI - Nov01

  October 29 - 1 minute read

• Summary - Densenet

  October 25 - 5 minute read

• Different Convolutions

  October 17 - 1 minute read

• Summary - A Dataset and Architecture for Visual Reasoning with a Working Memory

  October 13 - 1 minute read

• Intro to Receptive field from a Research Paper

  September 29 - 2 minute read

• Feed Forward Propagation from Andrew Ng Machine Learning Lecture

  September 27 - 1 minute read

• How to use GPU on Tensorflow

  September 25 - 3 minute read

2014

• Text Formatting Examples

  January 1 - 5 minute read