# Deepdream Reviews **Vendor:** Google **Category:** [Image Recognition Software](https://www.g2.com/categories/image-recognition) **Average Rating:** 3.8/5.0 **Total Reviews:** 13 ## About Deepdream And this is where Google's deep dream ideas originate. With simple words you give to an AI program a couple of images and let it know what those images contain ( what objects - dogs, cats, mountains, bicycles, ... ) and give it a random image and ask it what objects it can find in this image. ## Deepdream Reviews ### 1. It's fun and to let your imagination run wild **Rating:** 4.0/5.0 stars **Reviewed by:** Rita F. | Hotel Director, Small-Business (50 or fewer emp.) **Reviewed Date:** November 21, 2019 **What do you like best about Deepdream?** I like the ease to add a photo, with just two clicks I can add a new photo, and with another couple of clicks I can modify with a variety of settings and scenes. **What do you dislike about Deepdream?** I would like the photo process to be faster, although it has many scenes, I would like more scenes to choose from, to be able to integrate it with social networks faster. **Recommendations to others considering Deepdream:** I recommend having good photos to modify, they can be your pets or your yard, you must also play and explore to learn how to use it better **What problems is Deepdream solving and how is that benefiting you?** I can make decorations in the hotel with this application, It has helped me a lot to create an image gallery and place them in the screen saver of my smart TV, so it is a personalized gallery and a great visual enjoyment ### 2. Creative Photographic Illustration Beyond Snapchat Filters **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Internet | Small-Business (50 or fewer emp.) **Reviewed Date:** April 04, 2018 **What do you like best about Deepdream?** This app allows anyone to explore artistic stylizing of their images without having to be an artist or even have creative ability. **What do you dislike about Deepdream?** It takes a while to generate a stylized image, up to 10 minutes or more. **Recommendations to others considering Deepdream:** Try multiple types of styles and use it for inspiration. **What problems is Deepdream solving and how is that benefiting you?** I'm exploring creative use of imagery. I'm using it for inspiration to build my own photography filters in Lightroom and Photoshop. This software also created an interesting trend that expanded the type of content bring put out on social media. ### 3. Fun to play with **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Mid-Market (51-1000 emp.) **Reviewed Date:** April 12, 2017 **What do you like best about Deepdream?** Deep Dream sets some of Google's AI loose on your photos, and the results are baffling, to say the least. For this reason alone, it's worth checking out. **What do you dislike about Deepdream?** What I don't like about Deep Dream is that I just don't understand what the heck it's doing and how it's making the changes its making. It's also a little redundant, with the photo edits all looking a little similar, like you're trapped in the same circle of Dante's hell with each one. **Recommendations to others considering Deepdream:** This is a baffling product, but in a good way. The only way to attempt to figure it out is to give it a try. **What problems is Deepdream solving and how is that benefiting you?** I don't think Deep Dream is designed to solve business problems. I mean, it's not, period. That said, a creative photographer could go down the DD rabbit hole and come out the other end with some surprising results. ### 4. Deep Dream - A Trippy Ride !! **Rating:** 4.5/5.0 stars **Reviewed by:** Vikram M. | Project Team Member, Electrical/Electronic Manufacturing, Small-Business (50 or fewer emp.) **Reviewed Date:** March 14, 2016 **What do you like best about Deepdream?** The fact that here lies an engine that mimics the brain in terms of how we dream, or more precisely, how we hallucinate, is in fact, cool. It gives us an insight on how a Convolutional Neural Network works, by giving a vague visualization of its layer to layer activations. And the source code, it's in fact short ( and sweet ! ) **What do you dislike about Deepdream?** Well, since this engine relies on a pre-trained Convolutional Neural Network, that was trained on ImageNet data, and boosts any activations at the layer we are "dreaming", it usually ends up activating dogs more often than anything else. It would have been much more cooler if the network was exposed to more objects and training data. **Recommendations to others considering Deepdream:** Train the "Inception" network on more data, with more classes, and compare the results of the "trippy" activations. **What problems is Deepdream solving and how is that benefiting you?** I have been trying to realize the working of the human brain since quite a while, and never quite bumped into the idea of hallucinating !! If the engine is tweaked further with more real world training data and "classes", I guess it would be possible to generate more "data" with help of these dreams. ### 5. Interesting ML + Computer Vision application **Rating:** 3.0/5.0 stars **Reviewed by:** Bridgette E. | Software Engineer, Computer Software, Enterprise (> 1000 emp.) **Reviewed Date:** March 14, 2016 **What do you like best about Deepdream?** Google's Deep Dream repo on GitHub is exceedingly well documented. The code is in Python, which is easy to read, and they have included a write-up in an iPython Notebook (now called Jupyter). It is easily accessible and modifiable by those with an intermediate understanding of Python and machine learning. It's also fairly amusing to put disturbing cats into the background of every photo. **What do you dislike about Deepdream?** Though it is a good case study for new technology, Deep Dream probably won't solve any *immediate* business problems or meet any customer needs (besides really fun web apps). In my opinion, it functions best as a learning tool for those who actually want to dive into the documentation, code, and presentations of Deep Dream, and then apply their learning elsewhere. **What problems is Deepdream solving and how is that benefiting you?** In some computer vision problems (e.g. image classification) it can be difficult to get a sense of what feature vectors are, and what changing them does to the model. So, its really fun to play around with Deep Dream, where there is a bit of visual feedback. ### 6. An easy and amazing product by google (python) **Rating:** 4.5/5.0 stars **Reviewed by:** Fabio Q. | Back-End Developer, Internet, Enterprise (> 1000 emp.) **Reviewed Date:** March 14, 2016 **What do you like best about Deepdream?** How easy it is to use it, the documentation is pretty rich and the usability is fine (if you already are some sort of developer). Easy install and you'll have a lot of fun building some integration. **What do you dislike about Deepdream?** The learning curve could be steep if you're not a programmer or you don't know python **Recommendations to others considering Deepdream:** Great tool if you want to have fun or use output as input tool for some automation over image and avoid inserting manually a lot of image, this can produce quite a lot of different images starting from a single one just tuning the parameters. **What problems is Deepdream solving and how is that benefiting you?** You can script it to create some sort of random picture to work with, for optimization purpose or even to populate some gaming landscape ### 7. It was definitely interesting, but of much practical use just yet. **Rating:** 2.5/5.0 stars **Reviewed by:** Peter F. | Software Engineer, Computer Software, Small-Business (50 or fewer emp.) **Reviewed Date:** March 14, 2016 **What do you like best about Deepdream?** This is definitely a step in the right direction for artificial intelligence. While this poses little practical significance, with it's recognition of many non-existent patterns, this is a starting point for greater software in the future. While this indeed hasn't really reached the point of practicality, we can still learn a lot from it. **What do you dislike about Deepdream?** While this is a step in the right direction, as I said earlier it has little practical significance because it recognizes patterns that are not really present. **What problems is Deepdream solving and how is that benefiting you?** At the moment, this doesn't really solve any problems, but it may become more useful in the future. ### 8. Guilherme Marmerola's Review on Deepdream **Rating:** 4.5/5.0 stars **Reviewed by:** Guilherme D. | Small-Business (50 or fewer emp.) **Reviewed Date:** March 14, 2016 **What do you like best about Deepdream?** The use of trained neural networks to create interesting changes on pictures, sometimes artwork. **What do you dislike about Deepdream?** Setup is not easy to do on Windows (but understandable) **Recommendations to others considering Deepdream:** Let your creativity flow and use it on different pictures. Some friends transformed pictures of themselves or other friends and the result was fun. The possibilities are endless: you can transform pictures of landscapes, objects or animals to creepy/sinister, funny, or awe-inspiring results. **What problems is Deepdream solving and how is that benefiting you?** I used deepdream as a hobbyist. I'm currently working with machine learning for data science competitions, and in the future I plan to build models for the industry. ### 9. Fun, new tool to get excited about! **Rating:** 4.5/5.0 stars **Reviewed by:** Matt M. | Self Employed, Computer Hardware, Small-Business (50 or fewer emp.) **Reviewed Date:** March 16, 2016 **What do you like best about Deepdream?** I became aware of Deepdream via social media. I've used it for personal projects that I've shared online. **What do you dislike about Deepdream?** Besides the normal bumps that come with projects like these, none. I'm waiting for more of a community to arise in time, and more large public projects to go mainstream. **What problems is Deepdream solving and how is that benefiting you?** I believe that Deemdream has many far reaching business implications that are yet to be discovered. ### 10. Smoothly and easy **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** March 14, 2016 **What do you like best about Deepdream?** The best thing I have noticed was attached ipython notebooks, which helps to understood what is going on via image processing a little bit easier. For this kind of projects this way probaly the best one. **What do you dislike about Deepdream?** I don't remember exactly, but I have some difficulties with dependensy installation.. **Recommendations to others considering Deepdream:** I would like to suggest to use this library in all cases, where it could be useful! And I have never met before any other libraries with sinilar functionality **What problems is Deepdream solving and how is that benefiting you?** I have just played with this awesome library on a few images and suggest it to my friend, who dealing with image processing in art ### 11. It made my pictures creepier **Rating:** 4.0/5.0 stars **Reviewed by:** Chris S. | Web Developer, Entertainment, Mid-Market (51-1000 emp.) **Reviewed Date:** March 14, 2016 **What do you like best about Deepdream?** I like when it makes stuff look kinda like bugs and worms. **What do you dislike about Deepdream?** it is difficult to figure out the settings even with a front end UI **What problems is Deepdream solving and how is that benefiting you?** My business problem was my pictures did not look creepy. THe benefits were creepy pictures where there were only normal ones. ### 12. Confusing Deepdream **Rating:** 2.0/5.0 stars **Reviewed by:** Verified User in Venture Capital & Private Equity | Mid-Market (51-1000 emp.) **Reviewed Date:** March 14, 2016 **What do you like best about Deepdream?** Super interesting pictures and a neat use of AI/Deep Learning technology **What do you dislike about Deepdream?** Complicated to set up for yourself. There is a lot of over head in getting going. **What problems is Deepdream solving and how is that benefiting you?** None ### 13. In a word superb. **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.) **Reviewed Date:** March 14, 2016 **What do you like best about Deepdream?** I like the IPython Notebook with sample code. **What do you dislike about Deepdream?** Sorry, I did not find anything to dislike. **What problems is Deepdream solving and how is that benefiting you?** Neural Network for Natural Language Processing, more specifically Word Sense Disambiguation. ## Deepdream Discussions - [What is Deepdream used for?](https://www.g2.com/discussions/what-is-deepdream-used-for) - [View Deepdream pricing details and edition comparison](https://www.g2.com/products/deepdream/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-15+01%3A56%3A28+-0500&secure%5Bsession_id%5D=cd65d7bb-d92a-4289-88a5-0ffd6cce06f5&secure%5Btoken%5D=71ce30ea4ab4e72873e66d189d344ea29494dcb65aafe5667eca5956528c177a&format=llm_user) ## Deepdream Features **Recognition Type** - Emotion Detection - Object Detection - Text Detection - Motion Analysis - Scene Reconstruction - Logo Detection - Explicit Content Detection - Video Detection **Facial Recognition** - Facial Analysis - Face Comparison **Labeling** - Model Training - Bounding Boxes - Custom Image Detection **Deployment** - Integrations ## Top Deepdream Alternatives - [OpenCV](https://www.g2.com/products/opencv/reviews) - 4.5/5.0 (40 reviews) - [Amazon Rekognition](https://www.g2.com/products/amazon-rekognition/reviews) - 4.3/5.0 (28 reviews) - [DeepPy](https://www.g2.com/products/deeppy/reviews) - 4.1/5.0 (12 reviews)