Caffe Deep Learning Framework vs. SnapSurveys

Caffe is only appropriate for some new beginners who don't want to write any lines of code, just want to use existing models for image recognition, or have some taste of the so-called Deep Learning.

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

I think it is very important to go through their training videos and user guides. Devote the time to learning it correctly from the beginning. In the long run you will enjoy it much more than plowing right into it and then trying to find out if you did it right. Also, while you are not required to buy the annual maintenance contract, I think if you are going to use the program, don't skimp, buy the annual maintenance contract. The free technical support is necessary, especially when you are up against deadlines.

• Caffe is good for traditional image-based CNN as this was its original purpose.

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

• The training helped me to customize surveys for the different departments that the office of IR served.
• Surveys were easy to create and gathering information was made easy because SnapsSurveys worked well with SPSS.
• Once surveys were created I could scan them and have the results to my boss in less than an hour depending on the size of the survey group.
• Snaps customer service reps were always willing to help.

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

• Caffe's model definition - static configuration files are really painful. Maintaining big configuration files with so many parameters and details of many layers can be a really challenging task.
• Besides imagine and vision (CNN), Caffe also gradually adds some other NN architecture support. It doesn't play well in a recurrent domain, so we have to say variety is a problem.
• Caffe's deployment for production is not easy. The community support and project development all mean it is almost fading out of the market.
• The learning curve is quite steep. Although TensorFlow's is not easy to master either, the reward for Caffe is much less than the TensorFlow can offer.

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

• Though the user interface is easy to navigate, it would be nice to see is design updated to something more aesthetically pleasing.

The main reason we will renew is that it does the job, it supports our system, and we have budgeted for it so why change?

I think as an organization there is always room to grow, however, this application has really helped us with our dilemma with offline, online, and paper surveys. We are able to make our surveys fun and engaging and the interface for the person creating the survey is user-friendly. Customer service is very helpful if you need additional support.

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

TensorFlow is kind of low-level API most suited for those developers who like to control the details, while Keras provides some kind of high-level API for those users who want to boost their project or experiment by reusing most of the existing architecture or models and the accumulated best practice. However, Caffe isn't like either of them so the position for the user is kind of embarrassing.

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

It is an in between option. The options we evaluated were Qualtrics and SurveyGizmo. It's cheaper than Qualtrics and easier to design surveys than SurveyGizmo. Nonetheless it's not the worst option out there like SurveyMonkey.

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

• Since we stopped using Caffe before it can reach the production phase, there is no clear ROI that can be defined.

Incentivized

Independently Invited by TrustRadius

A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info

• Using a professional survey package enhances my reputation as a research professional.
• I have been able to use the software's functionality to exceed my clients expectations.