sayonkumarsaha Goto Github PK

alexnet_experiment

Winter 2016: Learning CNN and playing around with Alexnet for object recognition in CIFAR-10 Dataset using tensorflow and tensorboard.

amazon-a2i-sample-task-uis

Over 60 example task UIs for Amazon Augmented AI (A2I)

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

bowling-scoreboard

Single-player bowling simulation to display scoreboard as text update after every roll. Striving for good code-qualities: object-oriented programming principles, clean code, design patterns, testing, etc.

covid-audio-analysis

Analysing the quality & completenes of the first phase of raw data collected from the Voicemed WebApp

covid-respiratory-breath-analysis

Experiment clustering approaches for respiratory classes extended with Covid19 on breath audio samples from patients

csv-to-xml-json-convertor

Summer 2017: Test project to generate JSON and XML files from a given CSV file. The aim is to dedicate 24hrs to write modularized code, keeping it clean with error handling and logging.

fake-news-image-verification

Image similarity and comparison, clustering similar images on the web, face detection and news verification.

geoserver_hana_plugin

Geo-spatial plugin for SAP HANA: A data-provider module in GeoTools. With this pulign installed, HANA now supports open source tools like GeoServer which can be used to publish, share, process and edit geo-spatial data.

gt-custom-workflow

SageMaker Groundtruth custom workflow

predict_job_application

Predict if a user would apply for a given job role or not based on job and user features.

predict_machine_event

sagemaker-covid19-detection

sagemaker-cv-preprocessing-training-performance

SageMaker training implementation for computer vision to offload JPEG decoding and augmentations on GPUs using NVIDIA DALI — allowing you to compare and reduce training time by addressing CPU bottlenecks caused by increasing data pre-processing load. Performance bottlenecks identified with SageMaker Debugger.

sagemaker-python-sdk

A library for training and deploying machine learning models on Amazon SageMaker

satellite-index-earth-observation-experiement

This repository contains only part of the code written for performing the experiments with Earth Observation Data with SAP HANA. The Research Journal is available on request.

voicemed-ivr-euvsvirus

Hackathon: Builds an end to end Interactive Voice Response System (IVR) for VoiceMed product (pre-diagnosis of Covid-19 using cough/breath classification) during the 48hrs EuVsVirus Hackathon.