Top 8 AI Development Platforms Tools
Microsoft Azure Machine Learning StudioTensorFlowOpenVINOPyTorchIBM Watson Machine LearningGoogle Cloud AI PlatformCaffeAmazon Augmented AI
The user-friendliness of it in terms of being point and click is most valuable. I'm a developer from about 30 years ago. I used to be a C++ developer, but I haven't done much development in the last 15 years. It was very easy for me to use it without doing any development in the last 15 years.
Edge computing has some limited resources but TensorFlow has been improving in its features. It is a great tool for developers.
It is open-source, and it is being worked on all the time. You don't have to pay all the big bucks like Azure and Databricks. You can just use your local machine with the open-source TensorFlow and create pretty good models.
The initial setup is quite simple.
The inferencing and processing capabilities are quite beneficial for our requirements.
I like that PyTorch actually follows the pythonic way, and I feel that it's quite easy. It's easy to find compared to others who require us to type a long paragraph of code.
It is has a lot of good features and we find the image classification very useful.
The most valuable aspect of the solution's the cost and human labor savings.
On GCP, we are exposing our API services to our clients so that they send us their information. It can be single individual records or it can be a batch of their clients.
Caffe has helped our company become up-to-date in the market and has helped us speed up the development process of our projects.