TensorFlow Reviews & Product Details

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

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.

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

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

I like Strong Ecosystem and Community and also Integration with Keras Review collected by and hosted on G2.com.

Less Intuitive than PyTorch and Difficult Debugging due to static computation graphs Review collected by and hosted on G2.com.

The versatility and the scalability of TensorFlow. Review collected by and hosted on G2.com.

The complexity in the use of each one of the tools in addiction to the GPU limitations Review collected by and hosted on G2.com.

TensorFlow is easy to use, offers a rich documentation and has a huge community behind it that is always ready to help. Review collected by and hosted on G2.com.

When you grow out of the free tier the pricing can become a real headache like with other cloud tools. Review collected by and hosted on G2.com.

TensorFlow supports a wide range of machine learning models. It works smoothly with different devices. I use this tool almost everyday. Review collected by and hosted on G2.com.

Few Control flow operations and loop functions are missing. Review collected by and hosted on G2.com.

Tensor Flow is easy to use, flexible with devices, runs machine directly in browser with java. Review collected by and hosted on G2.com.

Tool visualize can be more easy and pre trained models can done more frequently and can save more time. Review collected by and hosted on G2.com.

The scalability which allows for distributed training is great, and the API is very extensible. Review collected by and hosted on G2.com.

It does have a steep learning curve and it is very resource intensive. Review collected by and hosted on G2.com.

Capable of managing large datasets and supporting distributed computing. Review collected by and hosted on G2.com.

Needs more boilerplate code than PyTorch and other alternatives. Review collected by and hosted on G2.com.

It's easy to integrate pre-trained models for building up the starter projects and tensorflow.js helped me out for integrating it directly into the browser. Review collected by and hosted on G2.com.

There were compatibility issues between different versions, to convert code from Tensorflow 1.0 to Tensorflow 2.0. Although change was good but it need now some changes to be made in order to make it compatible. Review collected by and hosted on G2.com.