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TensorFlow Reviews & Product Details - Page 5

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126 TensorFlow Reviews

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126 TensorFlow Reviews
4.5 out of 5
126 TensorFlow Reviews
4.5 out of 5

TensorFlow Pros and Cons

How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Cons
G2 reviews are authentic and verified.
haibing l.
HL
director
Small-Business (50 or fewer emp.)
"Great Deep Learning Framework"
What do you like best about TensorFlow?

Highly flexible and scalable

Excellent support for building complex neural networks

Strong ecosystem

Active community and extensive documentation Review collected by and hosted on G2.com.

What do you dislike about TensorFlow?

Steeper learning curve for beginners

Debugging an be challenging Review collected by and hosted on G2.com.

Amit k.
AK
Senior Business Development Manager
Mid-Market (51-1000 emp.)
"AI and Machine Learning"
What do you like best about TensorFlow?

Ease of Use, they've got fantastic customer support. The number of features are far better than other open source software's available in the market. Ease of integration across various platforms and can easily implement by using frequently. Review collected by and hosted on G2.com.

What do you dislike about TensorFlow?

Less flexibility in static computation graph. No support for windows Review collected by and hosted on G2.com.

Manash Kumar M.
MM
Doctoral Researcher
Small-Business (50 or fewer emp.)
"Best solution for Deep Learning"
What do you like best about TensorFlow?

Ability to execute low-level operations across many accelerations platforms. Easy to use , easily integration Review collected by and hosted on G2.com.

What do you dislike about TensorFlow?

Slower competition speed, limited support Review collected by and hosted on G2.com.

Trashi S.
TS
Integration Engineer (MySQL DBA)
Enterprise (> 1000 emp.)
""TensorFlow: Power, Flexibility, and Real-World Usability""
What do you like best about TensorFlow?

It’s great for training AI models efficiently, especially on large datasets.

You can use it on mobile, web, or even in big production systems. Review collected by and hosted on G2.com.

What do you dislike about TensorFlow?

It can be tricky for beginners compared to some other AI tools.

Writing TensorFlow code can be more complex compared to other frameworks like PyTorch. Review collected by and hosted on G2.com.

Alkaid P.
AP
Software Engineer
Small-Business (50 or fewer emp.)
"TensorFlow for Machine Learning"
What do you like best about TensorFlow?

I how tensorflow has a high quality in terms of training Review collected by and hosted on G2.com.

What do you dislike about TensorFlow?

Sometimes it require a huge amount of mb for a model Review collected by and hosted on G2.com.

Kothapally S.
KS
Senior Associate
Mid-Market (51-1000 emp.)
"Tensorflow for ML Models"
What do you like best about TensorFlow?

Open-source and backed by Google.

Supports both deep learning and machine learning models.

Scalability for cloud, mobile, and edge devices.

Integration with Keras for easier model development.

Large community support and extensive documentation. Review collected by and hosted on G2.com.

What do you dislike about TensorFlow?

High memory consumption and Upgrading between versions Review collected by and hosted on G2.com.

Verified User in Higher Education
UH
Small-Business (50 or fewer emp.)
"Powerful and Scalable Deep Learning Framework Backed by Google"
What do you like best about TensorFlow?

TensorFlow offers incredible flexibility and scalability for building machine learning and deep learning models. I particularly appreciate the tight integration with Keras, which makes it easy to prototype models quickly. TensorBoard is also a great tool for visualizing training metrics. Review collected by and hosted on G2.com.

What do you dislike about TensorFlow?

The learning curve can be steep for beginners, especially when working with low-level APIs or custom training loops. Also, compared to PyTorch, the syntax can feel more verbose and less intuitive at times. Review collected by and hosted on G2.com.

SN
Data Associate & Project Management
Small-Business (50 or fewer emp.)
"Powerful and Flexible tool"
What do you like best about TensorFlow?

I love how flexible TensorFlow is. Whether I’m working on a small project or something more advanced, TensorFlow gives me the tools I need to build and fine-tune my models. The pre-trained models and built-in support for both mobile and cloud deployment are also a huge time-saver, letting me get up and running quickly. Review collected by and hosted on G2.com.

What do you dislike about TensorFlow?

I find that TensorFlow can be a bit overwhelming at first, especially for beginners like me. Some of the advanced features, like creating custom layers or debugging complex models, took a while to understand. It also seems to run slower than other frameworks when I’m training larger models. Review collected by and hosted on G2.com.

pankaj v.
PV
Software Engineer II
Small-Business (50 or fewer emp.)
"A good platform to learn machine Learning"
What do you like best about TensorFlow?

Good API and great code samples which helps to easy integrate. Review collected by and hosted on G2.com.

What do you dislike about TensorFlow?

Need more resources around, if we are stuck there are less resources to help. Otherwise we have to go through documentation to understand Review collected by and hosted on G2.com.

Daniel C.
DC
Consultant
Mid-Market (51-1000 emp.)
"Great experience"
What do you like best about TensorFlow?

its a framework easy to use, implement, understand and debug Review collected by and hosted on G2.com.

What do you dislike about TensorFlow?

In some cases its difficult to integrate with functionalities outside of the framework Review collected by and hosted on G2.com.

Pricing Insights

Averages based on real user reviews.

Time to Implement

3 months

Return on Investment

11 months

Average Discount

10%

Perceived Cost

$$$$$
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TensorFlow