Goto

Collaborating Authors

 Optical Character Recognition


Intelligent document processing with AI

#artificialintelligence

Automate data capture for intelligent document processing using Nanonets self-learning AI-based OCR. Process documents like Invoices, Receipts, Id cards and more!


Mail delivery resumes at L.A. public housing complex

Los Angeles Times

The U.S. Postal Service says that mail is again being delivered at Mar Vista Gardens, a public housing complex with more than 1,800 residents, after an outcry from local leaders over delivery being suspended. "The idea that a decision was made to delay mail in the middle of a pandemic is heinous," said U.S. Rep. Karen Bass (D-Los Angeles), who initiated a formal inquiry into the decision. "How many of those packages were medications? How many were letters from loved ones? Last month, Culver City Post Office Postmaster Roderick Strong suspended delivery to the 43-acre complex in the neighborhood of Del Rey, stating that safety issues were putting mail carriers at risk.


Wired

#artificialintelligence

Simulators that can rapidly test trillions of options would accelerate the slow and costly process of human clinical trials. The magnitude of the Covid-19 pandemic will largely depend on how quickly safe and effective vaccines and treatments can be developed and tested. Many assume a widely available vaccine is years away, if ever. Others believe that a 12- to 18-month development cycle is a given. Our best bet to reduce even that record-breaking timeline is by using artificial intelligence. The problem is twofold: discovering the right set of molecules among billions of possibilities, and then waiting for clinical trials.


Google Cloud lets businesses create their own text-to-speech voices โ€“ TechCrunch

#artificialintelligence

Google launched a few updates to its Contact Center AI product today, but the most interesting one is probably the beta of its new Custom Voice service, which will let brands create their own text-to-speech voices to best represent their own brands. Maybe your company has a well-known spokesperson for example, but it would be pretty arduous to have them record every sentence in an automated response system or bring them back to the studio whenever you launch a new product or procedure. With Custom Voice, businesses can bring in their voice talent to the studio and have them record a script provided by Google. The company will then take those recordings and train its speech models based on them. As of now, this seems to be a somewhat manual task on Google's side.


Segmentation in OCR !!

#artificialintelligence

Welcome to part-III about the working of the OCR system. In the previous post, we have seen the basic and widely used Preprocessing techniques in the OCR system. In this part, we are going to cover the techniques of another most important phase of the OCR system, Segmentation. Segmentation is nothing but breaking the whole image into subparts, to further process them. For all the above-mentioned levels of Segmentation, we are going to use the Histogram Projection technique.


Mail delivery suspended at L.A. public housing complex with over 1,800 residents

Los Angeles Times

Mail delivery has been suspended at Mar Vista Gardens, a public housing complex with more than 1,800 tenants in the Los Angeles neighborhood of Del Rey, forcing residents to pick up mail and packages at a Culver City facility over a mile away. Culver City Post Office Postmaster Roderick Strong told officials at the Housing Authority of the City of Los Angeles this week that mail delivery was immediately being put on hold because of safety issues at the 43-acre housing complex. Strong had previously cited safety issues as a reason to set up centralized banks of mailboxes at Mar Vista Gardens instead of delivering mail to each door, an idea that troubled residents of the complex. Tenant leaders had raised concerns about voting in the upcoming elections and questioned why the same changes were not happening in wealthier areas. An L.A. politico helped select the new postmaster general.


Infosys launches Artificial Intelligence-driven solution to automate helpdesk operations

#artificialintelligence

New Delhi: IT services major Infosys on Wednesday announced the launch of its AI-driven'Cognitive Email Workbench' solution that gives enterprises the ability to augment query management and scale their helpdesk operations. Infosys leveraged its partnership with Blue Prism, a Robotic Process Automation (RPA) provider and a strategic partner to develop the solution that promises to significantly enhance productivity and customer satisfaction. Infosys and Blue Prism had joined hands in 2017 to help enterprises drive intelligent automation capabilities across multiple industries. Infosys Cognitive Email Workbench is an AI-based assisted automation solution that allows clients to eliminate manual resolution and build near-touchless contact centres, a statement said. It combines the intelligence of AI and Natural Language Processing (NLP), with Blue Prism's intelligent automation platform and Optical Character Recognition (OCR) capabilities.


Cloud Run: Google Cloud Text to Speech API

#artificialintelligence

Google Cloud Run became Generally-Available (GA) around November of 2019. It provides a fully managed serverless execution platform to abstract infrastructure for stateless code deployment with HTTP-driven containers. Cloud Run is a Knative service utilizing the same APIs and runtime environments that make it possible to build container-based applications that can run anywhere, whether on Google cloud or Anthos deployed on-premises or on the Cloud. As a "serverless execution environment", Cloud Run can scale in response to the computing needs of the running application. Instant execution of application code, scalability and portability are core features of Cloud Run.


Defiant DeJoy says he won't restore mail-sorting machines

Boston Herald

WASHINGTON (AP) -- Postmaster General Louis DeJoy refused requests by Democrats on Monday to restore mail-sorting machines or mailboxes removed from service as part of sweeping operational changes at the Postal Service, despite complaints that the changes are causing lasting damage and widespread delays. Rep. Stephen Lynch, D-Mass., told DeJoy at a hearing on Capitol Hill that changes imposed by DeJoy this summer have threatened the reliability of mail service in his state and across the country. "What the heck are you doing?" Lynch asked DeJoy at a sometimes contentious House Oversight Committee hearing. Either through "gross incompetence" or "on purpose," DeJoy is "deliberately dismantling this once-proud institution," Lynch said. DeJoy denied any wrongdoing and accused Lynch and other Democrats of spreading misinformation.


EASTER: Efficient and Scalable Text Recognizer

#artificialintelligence

Recent progress in deep learning has led to the development of Optical Character Recognition (OCR) systems which perform remarkably well. Most research has been around recurrent networks as well as complex gated layers which make the overall solution complex and difficult to scale. In this paper, we present an Efficient And Scalable TExt Recognizer (EASTER) to perform optical character recognition on both machine printed and handwritten text. Our model utilises 1-D convolutional layers without any recurrence which enables parallel training with considerably less volume of data. We experimented with multiple variations of our architecture and one of the smallest variant (depth and number of parameter wise) performs comparably to RNN based complex choices.