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vinace's Projects

adam icon adam

ADAM is a genomics analysis platform with specialized file formats built using Apache Avro, Apache Spark and Parquet. Apache 2 licensed.

adversarial_video_summary icon adversarial_video_summary

PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)

alert-generation-on-detection-of-suspicious-activity-using-transfer-learning icon alert-generation-on-detection-of-suspicious-activity-using-transfer-learning

ADAG (Activity Detector and Alert Generator) aims to take real-time videos from CCTV as an input and pass it to the CNN model created with the help of transfer learning and detect ‘Shoplifting’, ‘Robbery’ or ’Break-In’ in the store and notify it to the owners as soon as it occurs. Finally the main motive is to provide a system that detects suspicious activities without human intervention and generates alert, thus making a huge revolution in today’s surveillance system.

allennlp icon allennlp

An open-source NLP research library, built on PyTorch.

ansible-dcos icon ansible-dcos

Fast and highly customisable deployment of DC/OS to AWS/Azure/GCP/On-prem using Terraform and Ansible.

aoareader icon aoareader

PyTorch implementation of Attention-over-Attention Neural Networks for Reading Comprehension

awesome-deep-learning-resources icon awesome-deep-learning-resources

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully.

awesome-diarization icon awesome-diarization

A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.

aws_lambda_in_action icon aws_lambda_in_action

This source code distribution is a companion to the AWS Lambda in Action book available from Manning Publications.

bert-squad-demo icon bert-squad-demo

Demo web server app that shows how BERT model trained on SQuAD dataset deals with the machine comprehension task.

bib2item3 icon bib2item3

bib2item3 converts a bib file into a txt file with bibitems.

bigdata-playground icon bigdata-playground

A complete example of a big data application using : Kubernetes (kops/aws), Apache Spark SQL/Streaming/MLib, Apache Flink, Scala, Python, Apache Kafka, Apache Hbase, Apache Parquet, Apache Avro, Apache Storm, Twitter Api, MongoDB, NodeJS, Angular, GraphQL

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