shubham0204/PICT_Coursework

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shubham0204/PICT_Coursework

shubham0204

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Programs for all assignments included in the Computer Engineering course of SPPU

FaceRecognition_With_FaceNet_Android

Face Recognition using the FaceNet model and MLKit on Android.

Age-Gender_Estimation_TF-Android

Age + Gender Estimation on Android with TensorFlow Lite

Android-Document-QA

A custom RAG pipeline for multi-document QA from PDF/DOCX documents, in Android

Depth-Anything-Android

An Android app running inference on Depth-Anything and Depth-Anything-V2

OnDevice-Face-Recognition-Android

On-device customizable face recognition in Android with FaceNet and an embedded vector database

Text2Summary-Android

A library for Text Summarization on Android applications.

Realtime_MiDaS_Depth_Estimation_Android

Monocular Depth Estimation using MiDaS in Android

Hand_Detection_TFLite_Android

Hand Detection using TFLite in Android. Uses Victor Dibia's model checkpoints.

Sentence-Embeddings-Android

Embeddings from sentence-transformers in Android! Supports all-MiniLM-L6-V2, bge-small-en, snowflake-arctic models and more

Segment-Anything-Android

An Android app running inference on Meta's Segment-Anything (SAM) and SAM v2

glove-android

Power of GloVe word embeddings in Android

Dataset_Archives

A Repository with datasets in zipped format. ( Hosted on GitHub for use with IPython notebooks )

Scikit_Learn_Android_Demo

An Android app that runs a scikit-learn model converted to the ONNX format

Spam_Classification_Android_Demo

An Android Project to demonstrate the use of a TensorFlow Lite model to classify spam messages.

MLKit_Selfie_Segmentation_Android

Selfie Segmentation in Android with MLKit APIs

tfidf-summarizer.rs

Simple, efficient and cross-platform TFIDF-based text summarizer in Rust

AirDrawing_with_Mediapipe_Android

A fun demo for the MediaPipe Hands solution

Google_Colab_Notebooks

Google Colab notebooks - tutorials, guides on ML topics

Jupyter Notebook

Sarcasm_Detection_NLP_TensorFlow

A TensorFlow project to detect sarcasm in tweets using the power of GloVe embeddings and Convolution layers.

Decision_Tree_On_Android

Decision Trees and Random Forests made with pure Kotlin!

Spam_Classification_TF

A TensorFlow Project which detects spam messages and uses this capability in Android apps.

Simple_Document_Scanner_Android

A simple document scanner app for Android available in two options - API-based and on-device inference

Sarcaso_for_Android

Sarcasm Detection app for Android.

text-predictor-android

Next word prediction and word auto-complete for Android - with the power of Rust 🚀

Skinly_for_Melanoma

An Android application which can detect potential cases of Melanoma with just a picture of the skin. It is currently in research stage.

TF_ESRGAN_Desktop_App

A desktop app built with Qt (PySide6) for super resolution with ESRGANs in TensorFlow

postagger.rs

NLTK inspired Parts-of-Speech Tagger (Perceptron Tagger) in Rust

Linear_Regression_with_Kotlin_Android

A multiple linear regression model built in Kotlin for Android

Multimodal_Summarization

Jupyter Notebook

GaussianNaiveBayes_Android_App

A simple implementation of the Gaussian Naive Bayes algorithm in Android ( with Kotlin ).

CLIP-Android

Inference on OpenAI's CLIP model in Android using clip.cpp

WASM-JS-Algorithms

Implementation of various algorithms in WebAssembly and vanilla Javascript

language-modelling-with-pytorch

Using the Transformer model to generate English sentences, given a prompt - in PyTorch

Bayes_Text_Classifier_with_Kotlin

A basic Bayes Text Classifier written in Kotlin and can be used for classification purposes on Android.

Blind_Camera_Detection_Android

An Android app to check if the camera has been blinded by use of a sticker/obstruction.

glove.c

Simple, cross-platform port of GloVe embeddings, written in C

NMT_With_Attention_Eng-Marathi

Neural Machine Translation ( from English to Marathi ) with Attention Mechanism

shubham0204

TensorFlow_Model_Deployment_Heroku_Android

Deploying TF models on Heroku and then using them on an Android device

QLearning_With_FrozenLakeEnv_Android

Explore Q Learning with the Frozen Lake Environment 🥶 in Android.

Feedforward_Neural_Network_Kotlin

Feed-Forward Neural Networks implemented in Kotlin.

full-text-search

Full Text Search built for PDFs, DOCX using Inverted Index in Java