Artificial Intelligence (AI) and Machine Learning (ML) are technologies that enterprises across industries have been keenly experimenting with to explore the utility they can bring. Is there AI adoption within the M&E industry? Can AI be the solution for enterprises seeking automation? Have we cracked the AI code or do we have miles to go? If automation is a goal, it should be a priority even now.
Content recommendation (for OTT), speech-to-text and media recognition are some of the initial applications that have been attempted. Clients find vendor demos to be impressive, but when they do a proof of concept (PoC) with their content, results are not. In video operations, frame accuracy is a necessity and AI models struggle to universally solve for this. And such specific nuances of getting it right, is what makes automation work. After trying multiple vendors, clients conclude that AI data is still not accurate enough to solve specific M&E use cases. However, they remain optimistic about the future possibilities.
So where is the issue? The use cases are not always effectively solved by any one vendor solution. Then we seek to assemble a multivendor solutions either for accuracy and/or coverage. Such solutions also tend to have gaps. The complexity and effort required to solve for accuracy in a multivendor solution are not trivial. Which vendor solution works for what is not obvious for that enterprise’s specific use case. Be it a large firm or a small one, finding data scientists, leadership and investment to fund the R&D effort to make AI work is not something enterprises are able to do.
To crack the impasse, what is needed is a media recognition AI platform that brings the best-of-breed AI models (Microsoft, AWS, IBM Watson, Google, etc.) and custom (for M&E specific use cases) models to address the gaps and accuracy. Plus, we believe that consulting adjacent to the technology will be an absolute necessity to make AI work. Such consulting should be directed to impart suitable learning to AI models and make custom ML models to address customer specific use cases. For delivering this consulting, talent with expertise in media and deep learning AI with computer vision knowledge is critical.
Observing the fundamental impact AI is making, CEOs are looking to do more with less especially in the times of COVID-19. I believe making AI work for client specific use cases is critical to drive larger adoption. And an AI platform with the flexibility to bring the best suited models together for creating high quality data dovetailed with consulting offers the best chance to change the status quo.
Ramki Sankaranarayanan is founder and Global CEO, Prime Focus Technologies.
Original post: https://www.tvtechnology.com/opinion/has-media-and-entertainment-cracked-the-ai-code
33 comentários em “Has Media & Entertainment Cracked the AI Code?”
I’m the co-founder of JustCBD Store label (justcbdstore.com) and I’m presently aiming to broaden my wholesale side of business. I really hope that anybody at targetdomain share some guidance 🙂 I thought that the very best way to accomplish this would be to connect to vape shops and cbd stores. I was really hoping if anybody could suggest a reputable web site where I can purchase CBD Shops B2B Sales Leads I am presently examining creativebeartech.com, theeliquidboutique.co.uk and wowitloveithaveit.com. Unsure which one would be the very best choice and would appreciate any advice on this. Or would it be simpler for me to scrape my own leads? Suggestions?
I’m the co-founder of JustCBD company (justcbdstore.com) and I am currently seeking to expand my wholesale side of business. I am hoping someone at targetdomain is able to provide some guidance ! I thought that the most ideal way to do this would be to reach out to vape stores and cbd stores. I was really hoping if someone could recommend a trustworthy website where I can get CBD Shops Business Marketing Data I am currently looking at creativebeartech.com, theeliquidboutique.co.uk and wowitloveithaveit.com. Not sure which one would be the most ideal choice and would appreciate any support on this. Or would it be much simpler for me to scrape my own leads? Ideas?
Hello there! I could have sworn I’ve been to this website before but after browsing through many of the posts I realized it’s new to me. Anyways, I’m definitely pleased I came across it and I’ll be bookmarking it and checking back regularly!
Nice post. I learn something totally new and challenging on blogs I stumbleupon on a daily basis. It will always be useful to read articles from other authors and use something from their websites.
Aw, this was an exceptionally good post. Taking the time and actual effort to produce a superb article… but what can I say… I put things off a lot and never seem to get anything done.
Way cool! Some very valid points! I appreciate you writing this write-up and also the rest of the website is also very good.
I like it when people get together and share ideas. Great website, keep it up!
Hi there! This blog post could not be written much better! Looking through this post reminds me of my previous roommate! He continually kept talking about this. I most certainly will send this information to him. Fairly certain he will have a great read. Thanks for sharing!
Hello! I could have sworn I’ve been to your blog before but after going through many of the articles I realized it’s new to me. Regardless, I’m definitely delighted I stumbled upon it and I’ll be bookmarking it and checking back frequently!
bookmarked!!, I really like your web site!
Magnificent goods from you, man. I’ve understand
your stuff previous to and you are just too great.
I actually like what you have acquired here, certainly like what you’re saying and the way in which
you say it. You make it enjoyable and you still take care of to
keep it wise. I can’t wait to read much more from you.
This is really a tremendous web site.
You’ve made some good points there. I looked on the net to learn more about the issue and found most individuals will go along with your views on this site.
Oh my goodness! Incredible article dude! Many thanks, However I am having problems with your RSS. I don’t know the reason why I cannot subscribe to it. Is there anybody else getting the same RSS problems? Anyone that knows the solution will you kindly respond? Thanks!!
An interesting discussion is definitely worth comment. I believe that you ought to publish more on this issue, it may not be a taboo matter but usually folks don’t talk about these topics. To the next! Cheers!!
Hello there! This blog post could not be written any better! Going through this article reminds me of my previous roommate! He always kept preaching about this. I’ll send this information to him. Pretty sure he’ll have a very good read. Thank you for sharing!
This website definitely has all the info I needed about this subject and didn’t know who to ask.
Excellent post. I certainly love this site. Thanks!
An impressive share! I’ve just forwarded this onto a friend who had been doing a little homework on this. And he actually bought me breakfast because I found it for him… lol. So allow me to reword this…. Thank YOU for the meal!! But yeah, thanks for spending time to talk about this matter here on your web site.
Achieving your fitness goal doesn’t have to require a certified personal trainer or an expensive gym memberships, it is not hard to exercise at home. It’s easy to go down a training and fitness rabbit hole, however, when you are looking for the best home exercise equipment to outfit your personal home gym.
An interesting discussion is definitely worth comment. I think that you need to write more about this topic, it may not be a taboo subject but generally people do not speak about such topics. To the next! All the best!!
Good blog post. I certainly love this site. Keep writing!
The next time I read a blog, I hope that it doesn’t disappoint me as much as this particular one. After all, I know it was my choice to read through, nonetheless I genuinely believed you would probably have something useful to say. All I hear is a bunch of whining about something that you could fix if you were not too busy looking for attention.
I’m impressed, I have to admit. Seldom do I encounter a blog that’s both educative and entertaining, and let me tell you, you have hit the nail on the head. The problem is something too few folks are speaking intelligently about. Now i’m very happy I came across this in my search for something concerning this.
I needed to thank you for this fantastic read!! I absolutely loved every bit of it. I’ve got you saved as a favorite to look at new things you post…
I truly love your site.. Great colors & theme. Did you develop this site yourself? Please reply back as I’m wanting to create my own website and would love to learn where you got this from or what the theme is called. Appreciate it!
You’ve made some really good points there. I looked on the web for more info about the issue and found most individuals will go along with your views on this site.
This excellent website definitely has all of the info I wanted about this subject and didn’t know who to ask.
This is the right blog for everyone who hopes to find out about this topic. You understand so much its almost hard to argue with you (not that I actually would want to…HaHa). You certainly put a new spin on a topic which has been written about for decades. Wonderful stuff, just excellent!
That is a very good tip particularly to those fresh to the blogosphere. Short but very precise info… Many thanks for sharing this one. A must read article!
This excellent website definitely has all the info I needed about this subject and didn’t know who to ask.
Spot on with this write-up, I really believe this website needs a lot more attention. I’ll probably be returning to read through more, thanks for the information!
You should be a part of a contest for one of the highest quality sites on the internet. I will recommend this website!
Way cool! Some extremely valid points! I appreciate you penning this article plus the rest of the site is very good.