Blog

Streamlining PyPI Releases: A Case Study with 🧨 Diffusers

Learnings from streamlining the PyPI releases of 🧨 Diffusers.

Another Quarto Migration Guide for fastpages Users

Some tidbits of migrating from fastpages to Quarto.

Practicing ML in a Non-ML Job

Thoughts on learning and exercising ML skills.

First Steps in GSoC

Sharing my perspective on two primary questions related to Google Summer of Code.

Publishing ConvNeXt Models on TensorFlow Hub

Converting PyTorch ConvNeXt models to TensorFlow and publishing them on TF-Hub.

Distributed Training in TensorFlow with AI Platform & Docker

Training a model using distributed training with AI Platform and Docker.

Building and Installing OpenCV 4.5.0 on an M1 Mac

This post shows how to build and install OpenCV 4.5.0 on a MacBook Pro that comes with an M1 chip.

A Battle of Text Detectors for Mobile Deployments: CRAFT vs. EAST

This post compares two Deep Learning-based text detectors CRAFT and EAST with respect to deployment-specific requirements.

Sayak Paul, Tulasi Ram Laghumavarapu

Optimizing MobileDet for Mobile Deployments

Learn about the criticalities of effectively optimizing MobileDet object detectors for mobile deployments.

The Maker Philosophy with ML APIs

Practising being a maker with Google Cloud Platform’s ML APIs.

A few favorite recipes in computer vision & deep learning

This blog post enlists a few of my favorite recipes in deep learning in the context of computer vision (as of August 2020).

Using TensorRT for accelerated deep learning inference

Accelerating inference of TensorFlow models using TensorRT.

Different data augmentation recipes in `tf.keras` for image classification

Learn about different ways of doing data augmentation when training an image classifier in tf.keras.

Sharing your work online effectively

A few tips on sharing your work online effectively.

Embedding an image preprocessing function in a `tf.keras` model

Learn how to embed an image preprocessing function in a tf.keras model.