List: 🤖 Deep Learning - Techniques, Methods and How To's | Curated by Shubham Panchal | Medium

Shubham Panchal

Jun 30, 2023

17 stories

🤖 Deep Learning - Techniques, Methods and How To's

Stories explaining various DL techniques, architectures, methods and how to's.

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TDS Archive

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Shubham Panchal

Managing Deep Learning Models Easily With TOML Configurations

You may never need those long CLI args for your train.py

Jun 15, 2023

Managing Deep Learning Models Easily With TOML Configurations

Jun 15, 2023

In

Heartbeat

by

Shubham Panchal

Deploying TF Models on Heroku for Android Apps

Serving TF models using Flask and Heroku for Android apps

Mar 24, 2022

Deploying TF Models on Heroku for Android Apps

Mar 24, 2022

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TDS Archive

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Shubham Panchal

Human-In-The-Loop Systems — All You Need To Know

Everything you need to know about HITL systems

Apr 8, 2022

Human-In-The-Loop Systems — All You Need To Know

Apr 8, 2022

In

Geek Culture

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Shubham Panchal

Creating Desktop Apps For TensorFlow Models With Qt

Build a desktop app for a TensorFlow model with PySide6

Jan 13, 2023

Creating Desktop Apps For TensorFlow Models With Qt

Jan 13, 2023

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TDS Archive

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Shubham Panchal

Grad-CAM: A Camera For Your Model’s Decision

Lights, CAM, Gradients!

Aug 15, 2021

GradCAM | TensorFlow | Keras | Machine Learning | Model Interpretability

Aug 15, 2021

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TDS Archive

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Shubham Panchal

No, Kernels & Filters Are Not The Same

Solving the usual confusion.

Oct 9, 2021

No, Kernels & Filters Are Not The Same

Oct 9, 2021

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TDS Archive

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Shubham Panchal

MLP Mixer Is All You Need?

Understanding MLP-Mixers from beginning to the end, with TF Keras code

Jun 13, 2021

MLP Mixer Is All You Need?

Jun 13, 2021

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Heartbeat

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Shubham Panchal

Colorizing B/W Images With GANs in TensorFlow

An experiment with GANs to unveil their superpowers

Nov 27, 2020

Colorizing B/W Images With GANs in TensorFlow

Nov 27, 2020

In

TDS Archive

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Shubham Panchal

4 Awesome Ways Of Loading ML Data In Google Colab

Loading data in Google Colab with various APIs and packages.

Oct 18, 2019

4 Awesome Ways Of Loading ML Data In Google Colab

Oct 18, 2019

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TDS Archive

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Shubham Panchal

Exploring DenseNets: From Paper To Keras

Dismantling DenseNets to see what’s “dense” in it!

Mar 23, 2020

Exploring DenseNets: From Paper To Keras

Mar 23, 2020

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TDS Archive

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Shubham Panchal

Exploring MobileNets: From Paper To Keras

Dismantling MobileNets to see how they are lightweight and so efficient.

Apr 9, 2020

Exploring MobileNets: From Paper To Keras

Apr 9, 2020

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TDS Archive

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Shubham Panchal

Face Landmark Detection With End-To-End Regression in TensorFlow

Build a model right from zero without using other packages!

Mar 8, 2020

Face Landmark Detection With End-To-End Regression in TensorFlow

Mar 8, 2020

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TDS Archive

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Shubham Panchal

Cityscape Image Segmentation With TensorFlow 2.0

Image Segmentation with the UNet architecture.

Nov 3, 2019

Cityscape Image Segmentation With TensorFlow 2.0

Nov 3, 2019

In

Becoming Human: Artificial Intelligence Magazine

by

Shubham Panchal

Image Classification With TensorFlow 2.0 ( Without Keras )

Image Classification is one of the fundamental supervised tasks in the world of machine learning. TensorFlow’s new 2.0 version provides a…

Oct 29, 2019

Image Classification With TensorFlow 2.0 ( Without Keras )

Oct 29, 2019

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TDS Archive

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Shubham Panchal

Get Started With TensorFlow 2.0 and Linear Regression

A linear regression model with the new TF 2.0 APIs

May 27, 2019

Get Started With TensorFlow 2.0 and Linear Regression

May 27, 2019

In

Predict

by

Shubham Panchal

Creating a Chatbot from Scratch using Keras and TensorFlow

Leveraging the powers of seq2seq networks.

Mar 24, 2019

Creating a Chatbot from Scratch using Keras and TensorFlow

Mar 24, 2019

Shubham Panchal

Shubham Panchal

he/him

Android developer, ML and Math enthusiast. Exploring low-level programming and backend development

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