Enghouse Vidyo vs. Hugging Face

I've had HR professionals ask about using it for interviews. Gone are the days where we have to spend hundreds of dollars to fly candidates in or limit ourselves to phone interviews. Vidyo with it's high reliability has saved the organization thousands in travel costs with candidate recruitment. Business meetings that can often be troubling to get leaders and executive all in one room, Vidyo has functioned extraordinarily well in bringing in people from home, on the road, or the airport. Mobile capabilities are easy and fast. Quick daily calls and chats in the office are probably best suited for the free options out there as Vidyo is not a free service like others. Better yet general phone calls will suffice.

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If an organisation has more access to data and have access to high end computers like GPUs it’s recommended to use Hugging face as it will give better accuracy than any other models. If an organisation having less data and has less access to GPUsis looking for decent performance then traditional algorithms are more appropriate than hugging face

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• I didn't have to sign up, I just need to log into the "room" I was supposed to, so unlike Skype or other instruments, I didn't need to spend time and create my own account.
• To be honest, the largest online class I've attended had 10 people in it (besides the teacher), but it was a good quality connection.
• I enjoyed the ability to ask questions or clarifications in the chat (without having to turn on my microphone, so that the teacher could answer the question when he/she finished the thought).

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• Model APIs
• Hugging Face Spaces for deploying demo apps
• Latest updated models available easily
• Vast support for language parsing and other relevant tasks

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• The design and the branding give little to be desired
• Customer support is below average
• The API must be rewritten and add more functions that are commonly requested.
• Project codes are not well maintained and hard to find.

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• Most of the Hugging face models are of big size, hence difficult to work if there is no access to high computational system like GPU.
• It’s good to have some visualization tool in hugging face for viewing model architecture.
• I recommend to implement hugging face lite version so that it can run on any system with less specifications.

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Though not as widely used as Zoom or Google Hangouts, it is very competitive as far as features and usability

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We have an internal tech team dedicated to setup and troubleshooting of Vidyo. This makes it very easy, because we have access to our own employees for help. Rarely have I or anyone I work with had to escalate something to Vidyo themselves, and we're lucky to have the internal administrators that run the show. Almost like Vidyo is ours and ours alone.

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Vidyo gives all of the competitors a run for their money. Since it works seamlessly, is easy to use, and has a clean UI. Screenshare could benefit from some work, like the ability to share multiple screens from different users at the same time. The search function could be improved, but overall, it's a great software.

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There are some other services offer similar capacity as to Hugging Face, but not entirely the same. For example, amazon web services have a machine learning service called Comprehend, which offer a set of easy to use APIs to do machine translation and entity recognition and some other common NLP use case.

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• It did help us reach the objective of education - after a while, everyone had a chance to connect and the quality of video/audio once you're in is great. It's just getting there that isn't up to par (but hopefully would be changed in next versions).

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• Hugging Face is cost and time saving.
• Pay is less, you pay what you use, doesn't affect much.
• Overall positive impact on business.

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