Zafar MuhammedMachine Learning Software Developer at Freelancer
We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
"Some of the valuable features are the vast amount of services that are available, such as load balancer, and the AI architecture."
"The features for model comparison, the feature for model testing, evaluation, and deployment are very nice. It can work almost with all the models."
"The inferencing and processing capabilities are quite beneficial for our requirements."
"The initial setup is quite simple."
"The initial setup was straightforward for me but could be difficult for others."
"It has some disadvantages because when you're working with very complex models, neural networks if OpenVINO cannot convert them automatically and you have to do a custom layer and later add it to the model. It is difficult."
"The model optimization is a little bit slow — it could be improved."
"At this point, the product could probably just use a greater integration with more machine learning model tools."
"The price of the solution is competitive."
"We didn't have to pay for any licensing with Intel OpenVINO. Everything is available on their site and easily downloadable for free."
Google AI Platform is a managed service that enables you to easily build machine learning models, that work on any type of data, of any size. Create your model with the powerful TensorFlow framework that powers many Google products, from Google Photos to Google Cloud Speech.
OpenVINO toolkit quickly deploys applications and solutions that emulate human vision. Based on Convolutional Neural Networks (CNNs), the toolkit extends computer vision (CV) workloads across Intel hardware, maximizing performance. The OpenVINO toolkit includes the Deep Learning Deployment Toolkit (DLDT).
Google Cloud AI Platform is ranked 7th in AI Development Platforms with 1 review while OpenVINO is ranked 3rd in AI Development Platforms with 3 reviews. Google Cloud AI Platform is rated 8.0, while OpenVINO is rated 8.6. The top reviewer of Google Cloud AI Platform writes "Many services, priced well, and has enhanced AI architecture". On the other hand, the top reviewer of OpenVINO writes "Open-source, easy to integrate, and perfectly tailored to the Movidius chipset". Google Cloud AI Platform is most compared with , whereas OpenVINO is most compared with TensorFlow, PyTorch, Microsoft Azure Machine Learning Studio, Caffe and IBM Watson OpenScale.
See our list of best AI Development Platforms vendors.
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