Viewing profile — aub3bhat

Soon there will be Lemonade style app driven per hospitalization insurance on top of normal health insurance where for elective procedures you will be able to protect yourself from…

Translation for those not proficient in Academese: Serverless computing a novel paradigm enabled by a large cloud provider, does not matches our past research, thus we argue why it…

Scientists/Academics treat prestige as primary currency, and most would view lack of access to information just as a sign of not being in prestigious enough institution. You are be…

I think you are overegenralizing applicability of Neural Architecture Search etc. and cherry picking individual examples. There is an enormous gap between what gets published in ac…

Without any human assessment or blind testing, claiming one method outperforms another using an ex post facto unsupervised metric is not scientific.

You can setup AVA style video processing pipeline using my project https://www.deepvideoanalytics.com/ It comes built in with face detection/recognition, object detection, OCR, Ope…

To quote Ben Recht "When you end up with a bunch of papers showing that genetic algorithms are competitive with your methods, this does not mean that we’ve made an advance in genet…

I am working on a project to build an ML and CV enabled database for images and videos. It supports visual search/NN as core primitive and developed for scalability using Kubernete…

Hwang lets you perform "efficient random access" across the video by building a GOP/Segment aware index. This comes in handy in a lot of applications where you want to access parti…

Scanner is a great tool I have been following it's development very closely over the last year. Great to see it reach 1.0 . I highly recommend checking out Hwang [1] (a sparse vide…

I am building Deep Video Analytics which aims to become Solr/Postgres of visual data. Currently it uses LOPQ but I am working on integrating FAISS. https://www.deepvideoanalytics.c…

I think tf.data is amazing, its far far better than the previous queue and string_input_producer style approach. More than documentation, I would argue that TF especially tf.data l…

Deep Video Analytics: https://www.deepvideoanalytics.com Github : https://github.com/akshayubhat/deepvideoanalytics A large scale visual data analytics platform, think SQL/MapReduc…

This is ridiculous, NNP has not even reached the market and he is already betting the farm on it. The reason Titan V does not yet significantly outperform previous generations is b…