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ConvNetJS Reviews & Product Details

ConvNetJS Overview

What is ConvNetJS?

ConvNetJS is a Javascript library for training Deep Learning models (Neural Networks) entirely in a browser.

ConvNetJS Details
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Product Description

ConvNetJS is a Javascript library for training Deep Learning models (Neural Networks) entirely in a browser.


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Stanford NLP Group

Description

The Stanford NLP Group is a renowned research entity specializing in natural language processing within the Computer Science Department at Stanford University. This group focuses on advancing the field of computational linguistics, developing cutting-edge algorithms and models for understanding, processing, and generating human language. Their work spans various applications, including machine translation, sentiment analysis, information retrieval, and more. The group is also known for creating widely-used NLP tools and resources, such as the Stanford CoreNLP library.

Recent ConvNetJS Reviews

kunal u.
KU
kunal u.Small-Business (50 or fewer emp.)
5.0 out of 5
"Best JavaScript Library For ML model Training"
- ConvNetJS provides a simple API for creating and training neural network models. - we dont have to care about the dependency error is great thi...
SD
Sultan D.Enterprise (> 1000 emp.)
3.5 out of 5
"Lacks Broader Appeal"
I like about ConvNetJS that it has a very strong selling point. It brings software facing hardware issues down. No installations of the software re...
TX
Terry X.Mid-Market (51-1000 emp.)
1.5 out of 5
"A Disorganized Tool, for Deep Learning Models in JavaScript"
There are problems with it as a tool. It is unable to integrate with Chrome making it unfamiliar and less user friendly. I have come across many gl...

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13 ConvNetJS Reviews

3.8 out of 5
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13 ConvNetJS Reviews
3.8 out of 5
13 ConvNetJS Reviews
3.8 out of 5

ConvNetJS 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
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SD
Senior Financial Planner
Enterprise(> 1000 emp.)
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Incentivized Review
What do you like best about ConvNetJS?

I like about ConvNetJS that it has a very strong selling point. It brings software facing hardware issues down. No installations of the software required, no expensive GPUs required, just open a tab and start training. This lowers the barrier to entry for learning because it does not require a high setup for the beginners and hobbyists who are likely interested in some light experimenting with deep learning. Review collected by and hosted on G2.com.

What do you dislike about ConvNetJS?

The ConvNetJS on the other hand can be quite demanding on the resource side of your computer. Educating the even robust models can be extremely time-consuming on average municipal computers. The library has an issue of being a little bit behind more advanced features found in other deep learning frameworks and this can be a disadvantage for judgment of its suitability for professional applications. Review collected by and hosted on G2.com.

What problems is ConvNetJS solving and how is that benefiting you?

ConvNetJS turned out to be quite a handy tool for me to grasp the key basics of deep learning phenomena. Browsers ability to train models make it the top choice for rapid prototyping of ideas and quick models. Good for those who want to initiate themselves to the fundamentals of deep learning without a huge financial input. Review collected by and hosted on G2.com.

kunal u.
KU
Member
Small-Business(50 or fewer emp.)
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Rating Updated ()
What do you like best about ConvNetJS?

- ConvNetJS provides a simple API for creating and training neural network models.

- we dont have to care about the dependency error is great thing for us

- This labrary is available in javascript as well as NodeJs Which make to more flexible whether to use in frontend or backend

- Easy to integrate

- And flexiable dont relay on specific type of browser Review collected by and hosted on G2.com.

What do you dislike about ConvNetJS?

I found That debuging it take lot of time as less avaibility of resources

Image cliffication model take little time at frontend Review collected by and hosted on G2.com.

What problems is ConvNetJS solving and how is that benefiting you?

We Use It for Image classigication to implement image search feature using ANN Which Performed pretty great with less CPU resources Review collected by and hosted on G2.com.

MB
Health Care Translator
Government Administration
Small-Business(50 or fewer emp.)
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Review source: G2 invite
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What do you like best about ConvNetJS?

I find ConvNetJS to be an unstable javascript library, of any errors and bugs. Its compatibility, with the browser versions is not impressive. There are some issues with Microsoft Edge. It is a tool with low potential and beginners find it difficult due to its difficulty. Review collected by and hosted on G2.com.

What do you dislike about ConvNetJS?

ConvNetJS lacks documentation and beginner friendly support. The learning curve is steep for individuals to JavaScript libraries making it difficult to fully harness its potential. Review collected by and hosted on G2.com.

What problems is ConvNetJS solving and how is that benefiting you?

ConvNetJS is unable to solve the problem of simplifying learning processes. This proves disadvantageous, for my business as it consumes time and resources. It causes inaccurate data analysis. It has processing times compared to similar tools. Review collected by and hosted on G2.com.

TX
Promotions Manager
Research
Mid-Market(51-1000 emp.)
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What do you like best about ConvNetJS?

There are problems with it as a tool. It is unable to integrate with Chrome making it unfamiliar and less user friendly. I have come across many glitches or problems. The processing speed is a bit slow. Review collected by and hosted on G2.com.

What do you dislike about ConvNetJS?

It is not widely used. ConvNetJS needs to benefit from documentation and tutorials tailored for beginners to help them grasp its functionality easily. ConvNetJS has not solved the problem of implementing deep learning algorithms. Review collected by and hosted on G2.com.

What problems is ConvNetJS solving and how is that benefiting you?

The absence of a user interface also limits its accessibility to technical users. These shortcomings hinder the learning process. Discourage users from making full use of its capabilities. Review collected by and hosted on G2.com.

Amit P.
AP
Chief Marketing Officer
Mid-Market(51-1000 emp.)
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What do you like best about ConvNetJS?

With the combination of Java script this one of the best experience provides.common neauralnetwork module which provide the great support and experience. With the help of tutorial things are much

Easier. Review collected by and hosted on G2.com.

What do you dislike about ConvNetJS?

This app is more familiar with chrome.

I want other app to also get same experience.

Some time things are not that much clear but it gives the relevant results. Review collected by and hosted on G2.com.

What problems is ConvNetJS solving and how is that benefiting you?

We provide learning to the students. Its self learning mode is amazing. With the help of tutorial it's makes the things much convenient. Dee learning is now easier for the students. Thanks for great platform Review collected by and hosted on G2.com.

Shiv S.
SS
Small-Business(50 or fewer emp.)
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What do you like best about ConvNetJS?

This library is simply awesome as it allows us to train models directly through browsers and we don't have to worry about installation of anything. Review collected by and hosted on G2.com.

What do you dislike about ConvNetJS?

Nothing as of now. I have been working with ConvNetJs for last few months to understand how this works and I found it really interesting till now. Review collected by and hosted on G2.com.

What problems is ConvNetJS solving and how is that benefiting you?

Helping me understand how we can train models through browsers directly. Review collected by and hosted on G2.com.

PA
System engineer SAP
Mid-Market(51-1000 emp.)
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What do you like best about ConvNetJS?

It has such very sufficient features which makes easy deep learning models. As it is JavaScript library also it is a open source. Review collected by and hosted on G2.com.

What do you dislike about ConvNetJS?

To be honest nothing is there to dislike ConvNetJS, Review collected by and hosted on G2.com.

What problems is ConvNetJS solving and how is that benefiting you?

It is a tool that offers a nice and elegant way to add zooming functionality for images on web pages also easy to snap to customise. Review collected by and hosted on G2.com.

Imran Hossain R.
IR
Jr. Software Developer
Small-Business(50 or fewer emp.)
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Rating Updated ()
What do you like best about ConvNetJS?

ConvNetJS is a library built from Javascript that enables users to train Deep Learning models implemented as Neural Networks when loaded into a web browser. It is an experimental reinforcement learning module derived from Deep Q Learning and can reach its full potential without additional compilers, programs, graphics processing units (GPUs), or configurations. The source code is published under the MIT License on GitHub, where multiple AI groups collaborate to improve this deep learning tool. ConvNetJS trains and specifies AI-based convolutional networks for image processing. Review collected by and hosted on G2.com.

What do you dislike about ConvNetJS?

Despite its many benefits, ConvNetJS can be challenging for novices to master. It has a slow processing time, which is a con, but if you've used it, you should stick with it. It should receive a more significant amount of praise than it does. Review collected by and hosted on G2.com.

What problems is ConvNetJS solving and how is that benefiting you?

ConvNetJS is a JavaScript library for browser-based CNN training and execution, popular with experienced developers and open-source. It is regularly expanded and improved, and its functionality and expert craftsmanship have earned it high praise. It deserves more credit than it receives, and once you've used it, you might as well rally behind it. Review collected by and hosted on G2.com.

Verified User in Logistics and Supply Chain
UL
Enterprise(> 1000 emp.)
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What do you like best about ConvNetJS?

As a frontend engineer, this library is a saver to train models using javascript or node js.

We have been using this to train models' best work at the frontend side, with no dependency on the server-side application.

A quick way to train the model.

Easy to integrate and less time to bootstrap.

It gives the flexibility to execute the training model in a choice of browser, we have done it using Chrome. Review collected by and hosted on G2.com.

What do you dislike about ConvNetJS?

Sometimes it takes time to load on the browser, which can be improved. Mostly works or is compatible with all the latest versions of the browser but. I faced an issue while loading it on Microsoft edge.

At times faced challenges on the documentation side; not every junior team member could understand the documentation and start building. Strong work can be done to improve community support or documentation.

Debugging is also a challenge we have faced; we did find any easy way to do it. Review collected by and hosted on G2.com.

What problems is ConvNetJS solving and how is that benefiting you?

In our case, we have trained an ML model using ConvNetJS and run it through the browser or node js.

This helped us to train and execute models having no zero knowledge of backend technologies.

Also, the training set can be easily built up and retrain model is also done in a quick time.

Good initiate to execute the models at frontend using a browser Review collected by and hosted on G2.com.

Verified User in Marketing and Advertising
UM
Enterprise(> 1000 emp.)
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Review source: G2 invite
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What do you like best about ConvNetJS?

There is no need to install any additional application to run it or compile it, not even a developer tool you need to code for Deep Learning neural networks Review collected by and hosted on G2.com.

What do you dislike about ConvNetJS?

Since it is not widely used hence sometimes it is difficult to search for a solution over internet Review collected by and hosted on G2.com.

What problems is ConvNetJS solving and how is that benefiting you?

ConvNetJS is a pioneer in the field of Deep Learning JavaScript library, and because it is easily integrable with other js libraries, it is best for Deep Learning usecases Review collected by and hosted on G2.com.