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Shubham Panchal

Feb 13, 2023

17 stories

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Mobile Machine Learning in Android

This list contains all of my stories concerning mobile machine learning in Android and Kotlin.

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TDS Archive

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Shubham Panchal

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May 6, 2019

How I made Skinly for Melanoma Detection in Android

Skinly is an Android application which detects traces on Melanoma. See how its made using TensorFlow and Android.

How I made Skinly for Melanoma Detection in Android

In

Becoming Human: Artificial Intelligence Magazine

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Shubham Panchal

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Jun 9, 2019

Hands-on With Multiple Linear Regression on Android

Build a Linear Regression model for multiple features in pure Kotlin.

Hands-on With Multiple Linear Regression on Android

In

Heartbeat

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Shubham Panchal

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May 13, 2021

Implementing The Gaussian Naive Bayes Classifier In Android

Diving deep into the code and mathematics.

Implementing The Gaussian Naive Bayes Classifier In Android

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TDS Archive

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Shubham Panchal

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Aug 22, 2022

Deploying Scikit-Learn Models In Android Apps With ONNX

Using scikit-learn models to perform inference in Android apps

Deploying Scikit-Learn Models In Android Apps With ONNX

GitHub code -> https://github.com/shubham0204/FaceRecognition_With_FaceNet_Android

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TDS Archive

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Shubham Panchal

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Jun 21, 2020

Using FaceNet For On-Device Face Recognition With Android

Leveraging the powers of FaceNet and Firebase MLKit with Android.

Using FaceNet For On-Device Face Recognition With Android

GitHub code -> https://github.com/shubham0204/Hand_Detection_TFLite_Android

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TDS Archive

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Shubham Panchal

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Oct 21, 2021

Deploying Pretrained TF Object Detection Models on Android

Right from trained checkpoints to an Android app

Deploying Pretrained TF Object Detection Models on Android

GitHub code -> https://github.com/shubham0204/MLKit_Selfie_Segmentation_Android

In

ProAndroidDev

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Shubham Panchal

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Aug 27, 2021

Realtime Selfie Segmentation In Android With MLKit

Perform the fastest-ever image segmentation in Android

Realtime Selfie Segmentation In Android With MLKit

GitHub code -> https://github.com/shubham0204/Age-Gender_Estimation_TF-Android

In

Becoming Human: Artificial Intelligence Magazine

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Shubham Panchal

·

May 18, 2021

Detecting Age And Gender with TF-Lite On Android

Designing and training a custom TF model

Detecting Age And Gender with TF-Lite On Android

GitHub code -> https://github.com/shubham0204/QLearning_With_FrozenLakeEnv_Android

In

Heartbeat

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Shubham Panchal

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Oct 14, 2020

Q Learning With The Frozen Lake Environment In Android

Explore Q Learning with the Frozen Lake environment, all in Android!

Q Learning With The Frozen Lake Environment In Android

GitHub code -> https://github.com/shubham0204/NN_GeneticAlgo_Optimization_Kotlin

In

Heartbeat

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Shubham Panchal

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Jan 8, 2021

Hyperparameter Optimization With Genetic Algorithms In Kotlin

Neural Networks meet Charles Darwin’s Principle

Hyperparameter Optimization With Genetic Algorithms In Kotlin

GitHub code -> https://github.com/shubham0204/Decision_Tree_On_Android

In

Becoming Human: Artificial Intelligence Magazine

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Shubham Panchal

·

Dec 17, 2019

Designing Decision Trees From Scratch on Android

The journey from Scikit Learn to Android.

Designing Decision Trees From Scratch on Android

In

Heartbeat

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Shubham Panchal

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Apr 1, 2021

Random Forests In Kotlin, Not Python!

Implementing Random Forests from scratch in Kotlin ( or even Android )

Random Forests In Kotlin, Not Python!

In

TDS Archive

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Shubham Panchal

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May 1, 2019

Text Classification In Android With TensorFlow Lite

Text Classification In Android With TensorFlow Lite

This story is no longer available

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TDS Archive

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Shubham Panchal

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Jun 13, 2019

Sarcasm Detection using Word Embeddings in Android

Learn to use the amazing power of word embeddings directly in your Android app.

Sarcasm Detection using Word Embeddings in Android

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TDS Archive

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Shubham Panchal

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Apr 18, 2020

Introducing Text2Summary: Text Summarization on Android ( With TF-IDF )

A simple easy-to-use library for generating text summaries on Android

Introducing Text2Summary: Text Summarization on Android ( With TF-IDF )

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TDS Archive

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Shubham Panchal

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Jun 18, 2020

How could Kotlin be the new “Python” for ML on Android?

Powerful array manipulations make it simple.

How could Kotlin be the new “Python” for ML on Android?