An alternative question: Will JMP produce a deep learning module for image recognition?First of all thanks to the powerful JMP!
Now I don’t even use python, I only use JMP at all.
An alternative question: Will JMP produce a deep learning module for image recognition?
Maybe this is beyond the scope of statistics.
Thank you experts!
ScriptingRe: 一个另类的问题: 请问JMP是否会出品 图像识别的深度学习模块？If you want this type of capability in JMP I suggest creating a JMP Wish List entry here in the Community. JMP product management and developers take very seriously input from users...and in the Wish List there is an option for other Community members to vote on the idea...the more votes your idea gets...the more likely it will make it's way into the product.
Re: 一个另类的问题: 请问JMP是否会出品 图像识别的深度学习模块？Of course SAS is capable of deep learning and image recognition. In fact, that task would be better handled by Viya as that handles large computing and data-intensive problems
Re: 一个另类的问题: 请问JMP是否会出品 图像识别的深度学习模块？Hello @lala,
I agree with @P_Bartell on making a Wish List request.
One question for you is how deep is deep? JMP Pro currently offers a 2 layer approach with as many hidden nodes as you want to add in each layer and you have 3 activation functions to choose from for those layers and hidden nodes.
On top of that you can use boosting that fits an additive sequence of models for the residuals scaled by the learning rate. Basically you can make this number as big as you want and JMP will use only as many boosting steps as it needs to give the best fit. Just remember the bigger the number the longer it will take to fit the model.
There is also built in cross-validation or you can use three level validation to help avoid overfitting of the data.
Hope this is helpful.
Kind regards,
Bill
Reply: An alternative question: Will JMP produce a deep learning module for image recognition?Thank you very much for your answers.
It is true that deep learning is more time-consuming. Expect.
