Calgary

Sayan Nath

Elite
@sayannath

PhD at University of Calgary | GSoC'21, 22 @tensorflow | Ex @scaleracademy | Contributor @keras-team

American-Sign-Language-Detection. American Sign Language Detection is a deep learning end to end project where we can detect American Sign Language.

26

MIRNet-Flutter. MIRNet model is used to enhance a low-light image. Implemented MIR-Net model with TF-Lite.

25

Face-Authentication-App. A flutter which is capable of Face Authentication. Used Facenet to do face authentication.

21

Identical-Image-Retrieval. Identical-Image-Retrieval using Deep Learning

12

ViT-Image-Classification. Image Classification with Vision Transformer - Keras

12

MobileViT-GSoC. Implementation of MobileViT in TensorFlow and Keras

12

ConvMixer-TensorFlow. Implementation of ConvMixer-Patches Are All You Need? in TensorFlow and Keras

12

Video-Conferencing-Website. Video Conferencing Website using Nodejs, ExpressJs, PeerJs, Socket.io

11

ViT-TF-Hub-Application. Build and fine-tune your Image Classifier using a Vision Transformer Model from TensorFlow Hub

11

Object-Detection-App. An object Detection App using Flutter. I have integrated .tflite files with flutter. I have used the yolo and ssdmobilenet model to use this in the app.

10

TensorFlow-Notebooks. My Tensorflow Notebook. In this notebooks I have implemented various kind of model optimisation techniques.

10

GSoC-Project-2021. TensorFlow Lite Object Detection Android Demo

8

Malaria-Detection-CNN. Using CNN to detect Malaria with the help of cell images

8

Image-Scene-Classification. Image-Scene-Classification with 30 different classes.

7

Zero-DCE-TFLite. Conversion of TF-Lite model from ZERO-DCE model

6

Flutter-OCR. Converts image to text.

6

Blood-Cell-Detection-TFOD-2.0. Using TensorFlow Object Detection API to detect blood cells

5

Text-Recognition---Flutter. A simple app builds in Flutter which identifies TEXT. This project is integrated with Firebase's ML Kit.

5

Pothole-Detection. Potholes detection model with CNN.

5

Stone-Paper-Scissor-App. Using TF Lite

5

Image-Scene-TF-Hub. Image Scene Classification Model for TensorFlow Hub

5

Decision-Tree. It is a project based upon Decision Tree Making Algorithm, which uses the famous Python Libraries like numpy, pandas, matplotlib and sklearn.

4

Camera-App. This app is built in Flutter.

4

Phone-Authentication-Flutter. A phone Authentication with Flutter and Firebase.

4

Low-Light-Image-Enhancement. Low Light Image Enhancement using Tensorflow

4

Backend-Docker. NodeJs, MongoDB, Nginx with Docker

4

sayannath. Bio

4

911---Project. A basic project based on 911 calls. It is mainly upon some useful and powerful Python Libraries like Numpy, Pandas, Matplotlib and Seaborn.

3

e2e-tflite-tutorials. Project tracking of the "Mobile ML Working Group", for the End-to-End TensorFlow Lite tutorials.

3

Exercise-Files-for-Dart-Course-DSCKIIT. I teach Dart in DSCKIIT's Youtube channel. So the code, I write are uploaded here.

3

Recommendation-System-using-Tensorflow. Recommendation System of movies with Tensorflow

3

Medicool. This app 'Medicool' is created for the competition organised by Flutter team named as "Flutter Create".

3

Firebase-Authentication---Flutter. A basic project developed in Flutter to authenticate the Firebase with Flutter via a E-mail and Password method.

3

CoAtNet-GSoC. Implementation of CoAtNet in TensorFlow and Keras.

3

Background-Changer. Background Changer app is based upon Flutter. It is written in Dart Language.

3

K---Nearest---Neighbors. This project is based upon K - Nearest - Neighbors algorithm. This project uses Numpy, Pandas, Matplotlib and sklearn. It also gives uses Contour Plotting.

3

Document-Viewer. Ruby

3

CutMix-Augmentation-Keras. Implementation of CutMix Augmentation with Keras.

2

Flutter-Rest-API. A basic App in flutter which uses REST API.

2

A-to-Z-Resources-for-Students. ✅ Curated list of resources for college students

2

SingleRowStorage. Single Row Storage usage in Android.

2

Local-JSON-App. This App fetches the data from the JSON file and displays it in the App. This app is supported for both iOS and Android Apps.

2

devlibrary. Source code for Google's Dev Library

2

Apple-Sign-In-with-Flutter. Apple Sign in with Flutter

2

Three-Things-Today. This app is made in Flutter with sqflite where the user can tell three things they have done in a day.

2

Provider-with-Flutter. An app in Flutter with Provider.

2

tictactoe. Dart

2

Flutter-Typeahead. Dart

2

CheckBoxDemo. Usage of the Check Box in Android.

2

Credit-Card-Fraud-Detection. This project is used to study the fraud cases because of Credit Cards. Anomaly Detection packages of Sklearn is used to do this project.

2

JAX-101. Collection of my JAX Notebooks

2

Product-Classifier-Kotlin. Product Classifier using TF-Lite from TF-Hub with the help of CameraX using Kotlin

2

Feedback2. Feedback Giving App in Android.

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