Aivon - Decentralized Artificial Intelligence Video Open Network

Hello friends! We will discuss concerning the AIVON project. AIVON is a decentralized blockchain platform and protocol constructed on an A...

Hello friends! We will discuss concerning the AIVON project.
AIVON is a decentralized blockchain platform and protocol constructed on an Artificial Intelligence (AI) community and a community of human professionals working collectively to generate normalized and enhanced metadata for video content.

AIVON will open this blockchain protocol and ecosystem for use by third-parties, together with content material distributors, publishers and advertisers. This will assist AIVON gain huge adoption and community results benefiting all participants. The blockchain implementation will gain this with sensible contracts among the content material owners, advertisers, vendors and carrier providers. The sensible contracts will maximize utilization by permitting dispatch of jobs to essentially some of the foremost productive carrier suppliers and grant incentives to sell higher quality.

AI Computer Vision (CV) algorithms operating on nodes utilizing CPU/GPU resources will probably be used to experiment media files, generate enhanced metadata together with time-coded tags, classification, categories, transcripts and translations, and an index of the video objects. Humans with skills in tagging, editing, moderation, transcription and/or translation can take part within the AIVON shared financial system to assist with the verification, validation and/or advent of video metadata. AI Machine Learning (ML) algorithms will forever read from the actions of the AIVON community to develop into higher and smarter. AIVON will empower the community with instruments to allow the community to moderate, review, be sure the meta-tags, categorize, transcribe and/or translate content, as effectively as present financial incentives to inspire this recreation by AVO Tokens

One of the primary DApps to be constructed on upper of the AIVON protocol will probably be an Open Video Search Engine (OVSE) which will present a obvious and ubiquitous index and seek engine for on-line video curated and maintained by the community and ruled by consensus by a Decentralized Authority Organization (DAO). As metacrawler bots are to Google, AIVON's AI Computer Vision engine will act as crawlers of video to generate wealthy video metadata which will then be listed and searchable by the OVSE. With video representing 79% of all Internet web site visitors and rising and video fitting increasingly fragmented as extra video websites pass online, AIVON believes the want for OVSE will probably be in excessive call for as video turns into more durable to discover and discover. While YouTube is considered as a video seek engine, it's actually a video internet internet hosting platform and you'll have the ability to simply discover movies that customers add to YouTube, which is largely user-generated and lengthy tail content. Most top rate content material publishers usually don't add their top rate video content material to YouTube, preferring to add to their very own video website or app. Our recent visitors iVideoSmart (IVS) already has a world-class platform for content material streaming and start and creative video advertising technologies. IVS has a international attain of over 500 million addressable customers by quit 2018 who will all be capable to take part within the AIVON shared financial system community giving AIVON immediate scale plus mass utilization of the AIVON utility token.

Problem Statement

Yet, on-line video is anywhere and YouTube isn't any longer the simply destination for on-line video. Facebook, Google Plus, Twitter and lots of varied websites count increasingly on video to allure users. And let's not neglect viral video apps corresponding to Instagram and Snapchat Stories. Video is fitting a fundamental factor in most websites, indistinguishable from textual content material and graphics. But sadly, most video isn't listed in any meaningful way.

These are simply a few of the issues which have arisen as a consequence of the huge expansion of video use online. With the deluge of movies being uploaded and consumed, in search of and/or finding content material turns into more durable and harder.

Our Solution

AIVON believes that Internet and suppliers at the Internet ought to be decentralized or else there's simply too rather an awful lot energy in too few robust hands. AIVON focuses on decentralizing and democratizing on-line video, giving energy again to Internet users. The subject of getting the energy of the Internet in simply simply a couple of palms is that there's little or no transparency or even when those few corporations imply well, they at the moment are so big that there are many methods to destabilize them. In 2017, equally Google and Facebook confronted important scandals of bad actors taking merit of loopholes within the system. Google’s YouTube was compromised dissimilar occasions with customers posting content material that was malevolent creating model and content material security controversies. Facebook confronted equally a FALSE guide subject and a guide breach by Cambridge Analytica. This is why AIVON is making use of blockchain to content material and the underlying metadata that powers content material cataloging, indexing, search, discovery, commerce and monetization and AIVON believes that this may also also just likely probably be the spine of a decentralized video open community and seek engine that might act as a examine and steadiness on FAANG and BAT

Each video object, corresponding to a total program or extracted clip, will probably be assigned a distinctive identifier utilizing the Entertainment Identifier Registry (EIDR). The EIDR adds international distinctive identifiers for the total vary of audiovisual item varieties which might be related to entertainment commerce.

AIVON nodes will list their metadata in JSON structure anchored to the Ethereum blockchain. Most of the metadata won't be saved immediately within the blockchain, but linked to it utilizing the EIDR identifier. This is as the dimension of the guide will probably be fairly large, especially whilst you contain transcripts and translations.

A ContentGraph will probably be visualized as a bar graph the place content material attributes are plotted alongside the horizontal axis and trust rankings plotted at the vertical axis. There will probably be attributes the place the trust is zero and the function isn't detected. The left-to-right ordering is reserved founded largely at the schema, so that NULL or extra ContentGraph styles will probably be compared. Accessing attributes comes to a single subscript which represents an array index (e.g. graph [6] returns the price of the 6th element — guns). The quantity of positions corresponding to precise attributes being recorded can growth over time, with out affecting varied makes use of of the graph.

ContentGraph has many thrilling features, corresponding to extensibility so as to function new content material security attributes, addressing the want to dwell related as social norms switch over time. If the AI will probably be skilled to understand new security attribute in video content, the attribute will probably be additional to ContentGraph by together with a single digit, with out affecting the varied attributes or previous makes use of of the graph.

AI Node

A Neural Network is a set of algorithms with interconnecting nodes, modeled loosely after the human brain, that's designed to understand patterns. Similar to how a baby read by mimicking the habit of acquainted individuals (like parents) and making use of the finding out outcome to alter its own behavior, a Neural Network “learns” to carry out process by optimizing utilizing enormous labeled lessons guide units to “minimize” the mistakes among the output and the wanted outcome.

Unfortunately, there isn't any “one dimension matches all” generalized AI algorithm or Neural Network that may also also just carry out all of the duties required. For example, the CNN optimized and skilled to name gadgets will probably be varied from the CNN configured for selecting faces. Hence, we’ll want to mix assorted finest of breed AI recommendations to grow a package deal deal of Neural Network founded largely AI instrument with the precise skilled items to carry out here tasks:
• Visual recognition of faces, item scenes at body level
• Visual recognition of ContentGraph attributes at body level
• Auto speech-to-text transcription
• Auto text-to-text translation

Metadata Extraction

Source metadata isn't any matter guide is implicit within the file. This would contain dossier type, dossier size, duration, encoding method, resolution, side ratio, guide rate, quantity of audio tracks, closed captions, timecodes, etc. Uploader would possibly present guide corresponding to titles, descriptions and locale that may also also just present rather an awful lot of guide for indexing purposes.

Roadmap


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By. Arjunmujay
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