This project demonstrates the use of deep learning for enhancing low-light images.

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Low-light image enhancement with MiRNet

Sayak Paul

Created: 12/17/2020

I worked on converting the EAST model (used for text detection from natural scenes) to TFLite and...

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Real-time text detection with EAST in TFLite

Sayak Paul

Created: 07/29/2020

A full stack data science project which helps in the localisation of a license plate and extracti...

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License Plate Detection and Recognition

Aritra Roy Gosthipaty

Created: 08/26/2019

Classification of normal and abnormal sound based on the phonocardiogram(hear sounds) using class...

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Phonocardiogram Classification

Aritra Roy Gosthipaty

Created: 08/26/2019

This project demonstrates the use of TensorFlow Object Detection API to automatically number plat...

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Vehicle number plate detection using TFOD API and OpenVINO

Sayak Paul

Created: 08/24/2019

The good old MNIST dataset is the Hello-World dataset for deep learning with computer vision task...

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Deep learning to identify apparels

Sayak Paul

Created: 05/09/2019

An optimization offered in terms of storage and power to a surveillance system.

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Optimized Surveillance

Aritra Roy Gosthipaty

Created: 08/26/2019

Contain experiments to implement neural style transfer using TensorFlow 2.0

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Neural Style Transfer using TensorFlow 2.0

Sayak Paul

Created: 05/28/2019

The project shows my experiments for Intel's Scene Classification challenge.

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Natural Scenes' Classification System (An Intel Challenge)

Sayak Paul

Created: 05/12/2019

Benchmarking and interpretability experiments to make the most out of machine learning models.

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Machine Learning Interpretability

Sayak Paul

Created: 05/17/2019

This project is about exporting custom models to NCS compatible graph and then using NCS for infe...

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Inference using Neural Compute Stick with custom models

Sayak Paul

Created: 06/16/2019

This project shows how to convert an image classification model into a REST API endpoint using Fl...

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Image Classification REST API

Sayak Paul

Created: 05/31/2019

The project is being jointly done with Dr. Parikshit Sanyal (a Pathologist at the Govt. of India)...

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Histology Image Classification

Sayak Paul

Created: 04/29/2019

The objective of this project is to build a grocery items' (as listed in the dataset) classifier ...

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Grocery items' classifier with TensorFlow, OpenVINO and NCS

Sayak Paul

Created: 06/27/2019

Investigation of different body fluids is a part and parcel of a pathologist's work-life. However...

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Classifying body fluids using deep learning

Sayak Paul

Created: 06/06/2019

Experiments to show the usage of deep learning to detect breast cancer from breast histopathology...

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Breast cancer detection using deep learning

Sayak Paul

Created: 05/04/2019

To recognize vegetation from aerial images.

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Aerial Cactus Identification

Sayak Paul

Created: 05/05/2019

The project demonstrates how to optimize the Boundless model using TensorFlow Lite and use it for...

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Extrapolating images with Boundless

Sayak Paul

Created: 01/09/2021

The project shows how to chain together multiple ML models to stylize the background of an image.

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Create Artistic Effect by Stylizing Image Background

Sayak Paul

Created: 11/24/2020

This project shows how to utilize the CartoonGAN model (proposed in https://bit.ly/cartoon-gan) a...

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Cartoonizing photos

Sayak Paul

Created: 07/23/2020