--- title: Google Cloud Vision API Reviews meta_title: 'Google Cloud Vision API Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 98 reviews by the users' company size, role or industry to find out how Google Cloud Vision API works for a business like yours. aggregate_rating: rating_value: 4.4 review_count: 98 scale: '5' date_modified: '2026-08-05' parent_category: name: Deep Learning url: https://www.g2.com/categories/deep-learning --- # Google Cloud Vision API Reviews **Vendor:** Google **Category:** [Image Recognition Software](https://www.g2.com/categories/image-recognition) **Average Rating:** 4.4/5.0 **Total Reviews:** 98 ## About Google Cloud Vision API Detect and classify multiple objects, images, and more using Google Cloud's pre-trained Vision API or custom trained Vision AutoML. Google Cloud's Vision AI helps developers easily leverage the power of machine learning to understand images with industry-leading prediction accuracy. ## Google Cloud Vision API Reviews ### 1. Image labeling **Rating:** 4.0/5.0 stars **Reviewed by:** Pawan N. | Machine Learning Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** December 12, 2023 **What do you like best about Google Cloud Vision API?** Trained on massive datasets for high quality results. **What do you dislike about Google Cloud Vision API?** Potential bias - training data might reflect human biases, impacting accuracy. **What problems is Google Cloud Vision API solving and how is that benefiting you?** Problem - Extracting insights from images and videos Solution - vision API performs image labeling, object detection,face recognition and providing valuable data for analysis. ### 2. One of the best thing i ever used till now **Rating:** 4.0/5.0 stars **Reviewed by:** Yugandhar C. | Data Scientist - Artificial Intelligence, Enterprise (> 1000 emp.) **Reviewed Date:** December 14, 2023 **What do you like best about Google Cloud Vision API?** Ease of use, assiging labels to images, detect objects, read printed and had written text. **What do you dislike about Google Cloud Vision API?** security issues, relaibility issues, and parising is main issue. **What problems is Google Cloud Vision API solving and how is that benefiting you?** it made easy in recognising text in images and photos of many docs in few minutes ### 3. Use the power of Google Cloud to your use cases **Rating:** 4.5/5.0 stars **Reviewed by:** guillaume b. | Group Data Architect, Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2023 **What do you like best about Google Cloud Vision API?** Vision API is useful for any use case, for the pictures and the video and you can even create your end to end pipeline graphically that speed up your integration and the match with your use case. **What do you dislike about Google Cloud Vision API?** The pricing model is not always very clear and changed a lot recently. In addition, when you use visual pipeline building, it's hard to optimize and therefore to control/limit the cost of the service **What problems is Google Cloud Vision API solving and how is that benefiting you?** Identify product in a video or in a picture to identify the shortage or the thiefs in the store. The easiness to plug Cloud Storage or streaming flow is super easy and convenient ### 4. Review from a newbie in tech **Rating:** 3.0/5.0 stars **Reviewed by:** apurv t. | Associate Planning and Scheduling, Small-Business (50 or fewer emp.) **Reviewed Date:** December 16, 2023 **What do you like best about Google Cloud Vision API?** the good machine learning models used in the api. **What do you dislike about Google Cloud Vision API?** Not very easy to if you are a beginner , too many drop down menues **What problems is Google Cloud Vision API solving and how is that benefiting you?** It has helped me create many image recognition projects. ### 5. Google Cloud Vision API **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) **Reviewed Date:** December 14, 2023 **What do you like best about Google Cloud Vision API?** This is diverse set of features, coupled with Vision API's ease of use and powerful pre-trained models, make it a valuable asset to design and engage multiple features. **What do you dislike about Google Cloud Vision API?** There are features which have limited functionality however it seems they lag and further updates will fix the issue. **What problems is Google Cloud Vision API solving and how is that benefiting you?** Vision API is streamlining workflows and boosting efficiency within business account I'm handling. This is increasing customer experience and saving turn around time. ### 6. Effective work **Rating:** 5.0/5.0 stars **Reviewed by:** Praveen K. | Software Development Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** December 13, 2023 **What do you like best about Google Cloud Vision API?** It helps me a lot in api that help me in my work production **What do you dislike about Google Cloud Vision API?** Not anything .Its a great experience with me **What problems is Google Cloud Vision API solving and how is that benefiting you?** It helped me a lot to recognize images with api ### 7. Cloud cloud vision API is really time saving **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** January 31, 2024 **What do you like best about Google Cloud Vision API?** What's most useful is that API is very simple to use and save a lot of time and effort to extract data from unstructured docs **What do you dislike about Google Cloud Vision API?** It sometimes misses human written text.. **What problems is Google Cloud Vision API solving and how is that benefiting you?** It helps me extract text from unstructured documents and build my app faster ### 8. Google vision cloud api is game changer **Rating:** 4.5/5.0 stars **Reviewed by:** Aaqib R. | SDE, Small-Business (50 or fewer emp.) **Reviewed Date:** December 12, 2023 **What do you like best about Google Cloud Vision API?** It helps in tagging and OCR with very high accuracy **What do you dislike about Google Cloud Vision API?** some of the functions are difficult to use **What problems is Google Cloud Vision API solving and how is that benefiting you?** It helps in recognising objects in the images ### 9. Review Google cloud vision **Rating:** 4.5/5.0 stars **Reviewed by:** Vasundhara G. | Automation Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** December 15, 2023 **What do you like best about Google Cloud Vision API?** Vision detection features with different application **What do you dislike about Google Cloud Vision API?** UI can be better and more user friendly to all age groups **What problems is Google Cloud Vision API solving and how is that benefiting you?** Text and image recognition ### 10. Google Cloud Vision API is a great service offering for developing image-analysis based applications **Rating:** 4.5/5.0 stars **Reviewed by:** Punit S. | Cloud Engineer, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** May 18, 2023 **What do you like best about Google Cloud Vision API?** While the Google Cloud Vision API has great capabilities of its own, the integration with other GCP services to leverage ML capabilities for training image-based models makes the service very useful. **What do you dislike about Google Cloud Vision API?** The official Google Cloud documentation that is available for setting up the Google Cloud Vision API can be improved so that beginners can set up an application to better understand the capabilities and the features that the service has to offer. **What problems is Google Cloud Vision API solving and how is that benefiting you?** Large enterprises that need to build applications with image recognition and evaluation capabilities find the Google Cloud Vision API very useful The commendable features that are very benefitting: 1) Easy to set up and use. 2) Fast image processing and analysis. 3) Exceptional recognition capabilities and seamless integration with other GCP-native services. ### 11. Easy to Use, Lack some Feature, Very Costly **Rating:** 3.5/5.0 stars **Reviewed by:** Amit G. | Small-Business (50 or fewer emp.) **Reviewed Date:** May 17, 2023 **What do you like best about Google Cloud Vision API?** Powerful image analysis capabilities. Pre-trained models for quick integration. Custom model training option. Scalability and high-performance infrastructure. Integration with other Google Cloud services. **What do you dislike about Google Cloud Vision API?** Limited customization compared to building models from scratch. Costs based on API usage and data processing. Dependence on external connectivity. Considerations for privacy and data security. Accuracy limitations in certain cases. **What problems is Google Cloud Vision API solving and how is that benefiting you?** Google Cloud Vision API solves problems related to image analysis, including image classification, object detection and localization, facial recognition, optical character recognition (OCR), explicit content detection, logo and landmark detection, and extracting image insights and metadata. It simplifies image analysis tasks, automates data extraction, and enables the development of intelligent applications that leverage visual data. but we have moved to open source models building as it's very costly. ### 12. Very high quality results and Easy to Implement Api **Rating:** 5.0/5.0 stars **Reviewed by:** Nitin S. | Founder/CEO, Small-Business (50 or fewer emp.) **Reviewed Date:** May 16, 2023 **What do you like best about Google Cloud Vision API?** Things I love about Google Cloud Vision Api: 1) Powerful image analysis 2) Accuracy and reliability 4) Scalability and speed 5) Text recognition and translation 6) Integration with other Google Cloud services 7) Pre-trained models and customization 8) Developer-friendly documentation and support **What do you dislike about Google Cloud Vision API?** There is nothing that I dislike about google cloud vision api. Maybe google can release models for specific industries too so that it gets even easier for us to use. **What problems is Google Cloud Vision API solving and how is that benefiting you?** Helping me automatically differentiate defective pieces from non-defective pieces. ### 13. Best in industry **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Insurance | Mid-Market (51-1000 emp.) **Reviewed Date:** January 17, 2024 **What do you like best about Google Cloud Vision API?** Google vision API is best OCR service available in the market for scanned document text extraction **What do you dislike about Google Cloud Vision API?** Its performance is bit lower in handwritten documents **What problems is Google Cloud Vision API solving and how is that benefiting you?** It was for document text extraction ### 14. Perfect Detection **Rating:** 5.0/5.0 stars **Reviewed by:** Serhat C. | Senior Software Developer, Enterprise (> 1000 emp.) **Reviewed Date:** May 27, 2023 **What do you like best about Google Cloud Vision API?** This API, which we are trying to integrate into our mobile application, provides us with many methods. We are particularly interested in the face recognition function. The algorithm minimizes errors. It also provides methods to the developer. It is software friendly. It is fast and flexible. **What do you dislike about Google Cloud Vision API?** It is my favorite detection system. I did not encounter any problems. There isn't anything I don't like. I am very satisfied. **What problems is Google Cloud Vision API solving and how is that benefiting you?** We spent a lot of time and effort to develop this API, which we use especially for image identification, beforehand. We realized that this effort and effort was wasted when we met with the Google Cloud Vision API. ### 15. Best User Experience **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** December 15, 2023 **What do you like best about Google Cloud Vision API?** I had used it and really love the speed and processing accuracy. **What do you dislike about Google Cloud Vision API?** Documentation or not quite handy for beginners. **What problems is Google Cloud Vision API solving and how is that benefiting you?** I used it for my college project and it was quite handy and easy for people who do hit and runs. ### 16. The power expected from Google definitely delivers. **Rating:** 5.0/5.0 stars **Reviewed by:** Patrick B. | Optimisation and Reporting Specialist, Mid-Market (51-1000 emp.) **Reviewed Date:** June 27, 2023 **What do you like best about Google Cloud Vision API?** An amazing suite of tools that allows us to consolidate a lot of our operations and enable our team members to best access, view and utilise customer information. **What do you dislike about Google Cloud Vision API?** Pricing for the solution may be out of range for some companies, though to be expected for Google and relevant to the quality received. Potentially complex for beginners and whilst consolidating knowledge. **What problems is Google Cloud Vision API solving and how is that benefiting you?** Identifying features within image or video is incredibly useful. Helping it validate customer identity and mitigate fraud that can be prevalent in the industry is invaluable, ### 17. Takes out the complexity of machine learning, **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** May 11, 2023 **What do you like best about Google Cloud Vision API?** Google Vision API is very high-level, making it easy to use even for developers with no machine learning experience. It takes out the complexity of machine learning, so you can focus on the training and use case. Overall, Google Vision API is a great choice for developers who need to train their custom models and label images. **What do you dislike about Google Cloud Vision API?** It can be too high-level sometimes, which can lead to a lack of granular control. For example, if you need to fine-tune the results of the image labeling feature, you may not be able to do so with Google Cloud Vision API. Additionally, when the API does not work as expected, it can be difficult to troubleshoot. **What problems is Google Cloud Vision API solving and how is that benefiting you?** We used Vision API to build a prototype to showcase the AI capabilities of the cloud. Our customers liked the demo. ### 18. Very Easy to Use **Rating:** 5.0/5.0 stars **Reviewed by:** Gregory B. | Executive Vice President of Business Development and Strategic Solutions, Small-Business (50 or fewer emp.) **Reviewed Date:** July 17, 2023 **What do you like best about Google Cloud Vision API?** The ability to easily and seemlessly use the product was the biggest selling point and it was extremely easy to use and implement on our end. Everything went as planned **What do you dislike about Google Cloud Vision API?** Everything worked as expected and was easy. I did not see any downsides while using this product. **What problems is Google Cloud Vision API solving and how is that benefiting you?** To easily help grab photo data is the largest problem this solved. ### 19. Process Images with Vision API **Rating:** 4.5/5.0 stars **Reviewed by:** Yessika L. | Mid-Market (51-1000 emp.) **Reviewed Date:** August 30, 2023 **What do you like best about Google Cloud Vision API?** Simple API to integrate with our solutions. The code in python is simple. **What do you dislike about Google Cloud Vision API?** We need more documentation regarding models used in this APIs (model cards). **What problems is Google Cloud Vision API solving and how is that benefiting you?** Extract information from images. Feature extraction. ### 20. A super-smart image analyst at your disposal **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Telecommunications | Mid-Market (51-1000 emp.) **Reviewed Date:** July 15, 2023 **What do you like best about Google Cloud Vision API?** - It accurately identifies objects, faces, landmarks, and even text within images. - If you're already using Google Cloud Platform, integrating the Vision API into your applications is a breeze. - It can analyze images for explicit content, detect logos, identify emotions on faces, and even recognize famous landmarks. **What do you dislike about Google Cloud Vision API?** - Customization options are a bit limited. You can't train it on your specific datasets or fine-tune its models. -Text/OCR features can be more accurate **What problems is Google Cloud Vision API solving and how is that benefiting you?** Automatically tag and categorize product images. Also helps in content moderation. ### 21. Love the Pre Sets Models **Rating:** 4.5/5.0 stars **Reviewed by:** David M. | Mid-Market (51-1000 emp.) **Reviewed Date:** June 13, 2023 **What do you like best about Google Cloud Vision API?** Love how easy it is to use the preset models, you also get to try your first 1000 units for free **What do you dislike about Google Cloud Vision API?** getting it set up and understanding how it works can be a little bit hard **What problems is Google Cloud Vision API solving and how is that benefiting you?** it helps me label all my images in seconds with its pre-set models ### 22. Google Cloud Vision API plus Rocketbot equals results **Rating:** 5.0/5.0 stars **Reviewed by:** Christian M. | Tech leader en CompuSoluciones Ventures, Mid-Market (51-1000 emp.) **Reviewed Date:** August 31, 2022 **What do you like best about Google Cloud Vision API?** The OCR service from Google Cloud Vision API was a great help, it can process extensive documents or images and return with excellent reliability the extracted text data to work with; combined with an RPA platform like Rocketbot, this allows us to automate many processes that needed a person to read images or documents many times over **What do you dislike about Google Cloud Vision API?** Perhaps at first the activation process of the account can seem time-consuming, especially since the Vision API has too many permission or options and for the first time user can even be overwhelming **What problems is Google Cloud Vision API solving and how is that benefiting you?** Extract information from multiple documents or even images that had to be read by a person can be automated now; many corporate process bottlenecks had this information extraction as a common problem because only a few people had to read and re-write information in multiple systems, with Google Vision API digitalize or extract all the data can be done in literally seconds ### 23. Incredibly Easy to Integrate with Chatbots and Automations **Rating:** 5.0/5.0 stars **Reviewed by:** Alexander C. | RPA Developer, Enterprise (> 1000 emp.) **Reviewed Date:** May 11, 2023 **What do you like best about Google Cloud Vision API?** Google Cloud Vision API integrates with UiPath very easily and effectively. It offers better OCR and other tools than UiPath's computer vision. **What do you dislike about Google Cloud Vision API?** It is not the cheapest option, however it is cost-effective for our use cases. **What problems is Google Cloud Vision API solving and how is that benefiting you?** When scanning documents, identification, invoices and many other physical forms of information, Google Cloud Vision API produces accurate digital representations of the data. ### 24. Image Analysis with Google Cloud Vision API. **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** June 05, 2023 **What do you like best about Google Cloud Vision API?** Google cloud vision API provide some benefits and features such as label detection, it helps in detecting and extracting relevant label from an image also it has best part is object detection. **What do you dislike about Google Cloud Vision API?** There is some drawbacks are in Google cloud vision API like , Cost this can be drawback for business,also it has limited accuracy and limited customization. **What problems is Google Cloud Vision API solving and how is that benefiting you?** Google cloud vision API is solving the problem of image analysi and helps in quickly identify the object it can also detected colors, logos etc. ### 25. Great technology, versatile & easy to get started! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** August 30, 2023 **What do you like best about Google Cloud Vision API?** Integration with other tools on Google Cloud! We use the vision API as a low cost technology to augment our other Ml and AI operations. **What do you dislike about Google Cloud Vision API?** Not always clear that there are limitations **What problems is Google Cloud Vision API solving and how is that benefiting you?** Classification of documents ### 26. powerful, adaptive and fast **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Consumer Goods | Small-Business (50 or fewer emp.) **Reviewed Date:** May 17, 2023 **What do you like best about Google Cloud Vision API?** Accurate and Reliable Results,Capabilities (can detect various things and scenario like OCR, landscape, face, etc), easy Integration **What do you dislike about Google Cloud Vision API?** While Google Cloud Vision API provides powerful pre-trained models, it may have limitations when it comes to customization. Users might encounter scenarios where they require to training with specific data to achieve optimal results. In such cases, alternative solutions that offer more customization options may be preferred. **What problems is Google Cloud Vision API solving and how is that benefiting you?** Label detection helped to do task fast of making excel now my whole inventory excel is made using this. ### 27. OCR makes easy **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Telecommunications | Mid-Market (51-1000 emp.) **Reviewed Date:** May 16, 2023 **What do you like best about Google Cloud Vision API?** The Google Cloud Vision API integrates with UiPath very easily and effectively, and it offers better features than UiPath's computer vision tools. **What do you dislike about Google Cloud Vision API?** Our use cases make it cost-effective, even though it is not the cheapest option. **What problems is Google Cloud Vision API solving and how is that benefiting you?** Automatic document recognition and automatic search are available ### 28. Google Vision Sync API review **Rating:** 4.0/5.0 stars **Reviewed by:** Mohit P. | Full Stack Wev Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** August 12, 2022 **What do you like best about Google Cloud Vision API?** The reliability of the service is very good. We never had any downtime. The system is very good at extracting the text out of receipts and it does give you basic data points very accurately. Google keeps updating its OCR engine in the back end so over time you will keep getting better and better results. The cost of the API requests is very low so it's very good for large scale projects. **What do you dislike about Google Cloud Vision API?** The system fails when we look for retailers it does not give the correct result for retailer identification. If you want to use bigger size images then you have to upload images to Google Cloud first then you have to use their async API to get results. I do understand that for reliability Google Will prefer their internal storage rather than someone else but what if the company is already using AWS S3 and they want to use your async service? in that case, you will have to keep two copies of the same image one on Google cloud and one on AWS S3. **What problems is Google Cloud Vision API solving and how is that benefiting you?** We used GV for extracting OCR data out of receipts. Once you get data in txt format you can do a lot of things with it. Mainly it was for receipt moderation. Yes, it did help us meet our client's requirements. ### 29. Good And Easy tool to use **Rating:** 3.5/5.0 stars **Reviewed by:** Apurva S. | Credit Officer, Small-Business (50 or fewer emp.) **Reviewed Date:** January 16, 2022 **What do you like best about Google Cloud Vision API?** Making easy to use and tracking cross device which makes easy to understand and help in Better decision. Easy for the beginners. **What do you dislike about Google Cloud Vision API?** It some time slow to load but it is good for beginners. **What problems is Google Cloud Vision API solving and how is that benefiting you?** Ad posting and controlling. ### 30. Track Down Images for Uploaded Videos **Rating:** 4.5/5.0 stars **Reviewed by:** Sayed S. | Sayed Shad Ahmad Zaidi, Small-Business (50 or fewer emp.) **Reviewed Date:** October 05, 2019 **What do you like best about Google Cloud Vision API?** It's ability to find out all the explicit contents from an image is very useful. It is also able to identify the violence or any dangerous weapon or act is being shown in any image or video, helps block that relevant graphic from entering into our severs and production feeds. This is one of the best tool to fight spam and violence over the web which gets viral pretty soon in today's modern digital era. Works in almost all devices like a PC, android, even in platforms like cars, stations, various IoT devices and can be integrated with a lot of digital devices today and in the coming future as well with the power of Google as it's core platform **What do you dislike about Google Cloud Vision API?** Sometimes, it is not able to verify few explicit materials and violent graphics although it is improving day by day withe the help of more accurate algorithms and machine learning **Recommendations to others considering Google Cloud Vision API:** It's an excellent example of Image recognition and machine learning which helps in numerous ways. It can prove to be a useful aid to all those businesses whose work involves image processing or similar aspects **What problems is Google Cloud Vision API solving and how is that benefiting you?** We are able to track down the images and videos which are having any violent content or explicit content thereby resulting in prevention of spam viral and other social safety as well. It also helps us to analyse the category or type of object being shown in any image to get information of the content of the object. ### 31. Ideal for team that is working on building a product around OCR **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** August 07, 2019 **What do you like best about Google Cloud Vision API?** Pros: 1. The accuracy is way higher as compared to other professional OCR engines available in the market for the use case that I am tackling. 2. Response time is decent (though it depends on the sizes of the images uploaded to the service) 3. Easy to configure and setup 4. The pricing scheme is also very good, its pay per use 5. Does not require any image pre processing for most of the OCR use cases, just upload an unprocessed image. Most of the heavy weight lifting for OCR process is done by the service 6. Provides an excellent benchmark if you are planning to build your own OCR engine. **What do you dislike about Google Cloud Vision API?** Cons: 1. Documentation could be improved 2. The logging from the library could be improved to better understand failure scenarios 3. It would be good have an offline service too, always requires a connection to the internet. (Unlike its counter part mobile vision) 4. Once or twice I have observed that their backend update to the service added some extra OCR characters to the response, which broke the logic I had previously built on. So, there is a need to constantly check the response being returned from the service 5. Some advanced configurations that could be useful are missing or not documented. For example, there is no font training available with the service. **Recommendations to others considering Google Cloud Vision API:** Definitely recommended if your OCR solutions has access to internet **What problems is Google Cloud Vision API solving and how is that benefiting you?** Problems : 1. Generic OCR problems Benefits 1. Best accuracy in the industry for an off the shelf generic OCR 2. Fast ### 32. Google Vision OCR API **Rating:** 5.0/5.0 stars **Reviewed by:** Wojciech M. | Software Developer, Mid-Market (51-1000 emp.) **Reviewed Date:** April 09, 2019 **What do you like best about Google Cloud Vision API?** Text recognition is really convenient to use, work really well and its pretty reliable **What do you dislike about Google Cloud Vision API?** It hard to use via terraform and it sometimes times out **What problems is Google Cloud Vision API solving and how is that benefiting you?** We have automatic document recognition and automatic search ### 33. Another great Computer Vision API from google **Rating:** 5.0/5.0 stars **Reviewed by:** Siddarth K. | Software Engineer, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** May 03, 2018 **What do you like best about Google Cloud Vision API?** Google Cloud vision api is developed for training and testing computer vision models and also reusing the pretrained models developed by the computer vision team.It is very simple to use,you just have to create your account on google and get yourself api key and enable cloud vision api,Thats it you are ready to go.It is so much simple but accurate enough to give you precise results.Moreover if you are a newbie you get 300$ credits on google cloud which you can use for cloud vision API.I'll give you one example about its simplicity.Suppose you want a ocr for your software and you don't have time to code it from scratch at that time you use pretrained OCR model of google vision to detect characters from the image.It give you accuracy of 80% which is more than good for a pretrained model. **What do you dislike about Google Cloud Vision API?** The pricing is little high and if you are using it for personal use than definetly its gonna be heavy on you pocket. **Recommendations to others considering Google Cloud Vision API:** It is definetly recommended to use google cloud vision api for character recognition,label detection,object detection and other functionalities of computer vision which are pretrained in google vision api and the models are very much accurate and they give the accuracy more than any other model or api gives,though it is little costly but if you are using it for commercial use than it is definitely recommended because I have used it and I seriously loved the API. **What problems is Google Cloud Vision API solving and how is that benefiting you?** I have used computer vision library of google cloud for developing label detection and afterwards OCR detection using the pretrained model of google cloud vision api and then integrated this functionality into the software our team was developing for our client.For security reasons i cannot reveal more details but seriously Google cloud vision api had made our work sorted and had reduced much of our time and workload. ### 34. Great API but would like it to automatically read PDFs **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** April 09, 2019 **What do you like best about Google Cloud Vision API?** Very effective in reading text and handwriting, and also in describing images **What do you dislike about Google Cloud Vision API?** Can't read common formats, especially PDFs. Preprocessing PDFs into images feels like something Google should do on its own backend **What problems is Google Cloud Vision API solving and how is that benefiting you?** OCR, receipt reading, identifying objects in pictures, facial recognition ### 35. Easy to use **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Education Management | Enterprise (> 1000 emp.) **Reviewed Date:** April 11, 2019 **What do you like best about Google Cloud Vision API?** Its super easy to use and really precise when using the API to predict the images. **What do you dislike about Google Cloud Vision API?** Just the UI wasn't per the Google's standard it can be more intutive **What problems is Google Cloud Vision API solving and how is that benefiting you?** University project, for predicting the dog breeeds ### 36. Better than rekognition **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Defense & Space | Enterprise (> 1000 emp.) **Reviewed Date:** April 11, 2019 **What do you like best about Google Cloud Vision API?** I like how easy it is to get started and the quality of the models. **What do you dislike about Google Cloud Vision API?** It’s still a little cumbersome to spin up on it and some of the qwiklabs have some issues. **What problems is Google Cloud Vision API solving and how is that benefiting you?** Still testing ### 37. Easy to get started! **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** April 11, 2019 **What do you like best about Google Cloud Vision API?** How easy it was to integrate the API into our react application. **What do you dislike about Google Cloud Vision API?** Nothing I can think of currently, the API has been very easy to use! **What problems is Google Cloud Vision API solving and how is that benefiting you?** Image tagging, image recognition ### 38. I love their new updates to OCR, never saw better text extraction api. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** June 04, 2018 **What do you like best about Google Cloud Vision API?** Love their image labeling and the text extraction feature which have been improved dramatically in the last year since google i/o 17. The image labeling has become so accurate that it can detect landmarks and companies logos. Also i can integrate google's vission api in mobile apps which is very useful actually. **What do you dislike about Google Cloud Vision API?** What i dislike is that when the api detects the main object in the picture, it ignores other small things or at least relativley small to that dominant object. **Recommendations to others considering Google Cloud Vision API:** For those who are always dealing with images, you should definitely try google's powerful cloud vision api as the machine learning is advancing so fast and you should get advantage of it. **What problems is Google Cloud Vision API solving and how is that benefiting you?** As a backend developer, i work with data and databases all the time, so filling these data manually is a pain. By using google's vision api i extract all the data for example from catalog that contains images of products and process them in cloud then fill my database's tables. Thanks to the great OCR and text extraction feature. ### 39. Optical Character Recognition **Rating:** 4.0/5.0 stars **Reviewed by:** Mohamed E. | Small-Business (50 or fewer emp.) **Reviewed Date:** June 08, 2018 **What do you like best about Google Cloud Vision API?** I used the Optical Character Recognition service that the API provides and what I like the most is: 1) It is very simple to use, well-tested. 2) it supports a lot of languages. 3) It returns bounding boxes that surround words, paragraphs or even the entire text and the text as a string within the box with a level of confidence for each word. **What do you dislike about Google Cloud Vision API?** 1) There is no much documentation, some example is provided but I believe it is not enough. 2) It doesn't work very well on some language. **What problems is Google Cloud Vision API solving and how is that benefiting you?** Confidential. ### 40. I have integerated Google cloud vision api in my android apps and was amazed by the results. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** June 03, 2018 **What do you like best about Google Cloud Vision API?** Image labeling and Face recognition is what i find interesting in cloud vision api. **What do you dislike about Google Cloud Vision API?** You are limited to specific programming languages not like other competitors. **Recommendations to others considering Google Cloud Vision API:** There is three big competitors out there when it comes to vision apis, but by using google's cloud vision api you have to opportunity to integrate it with all of google's other services which most of you use at least one of them daily. You won't regret working with it. **What problems is Google Cloud Vision API solving and how is that benefiting you?** With google's strong knowledge in machine learning and artificial intelligence field, implementing vision api in my android applications have become so easy and also it met my needs. ### 41. Another Great Google Product **Rating:** 4.5/5.0 stars **Reviewed by:** Annie O. | Medical Assistant, Small-Business (50 or fewer emp.) **Reviewed Date:** July 12, 2018 **What do you like best about Google Cloud Vision API?** The ease of use is fantastic, and it is easy to understand **What do you dislike about Google Cloud Vision API?** There is nothing that I have come across **What problems is Google Cloud Vision API solving and how is that benefiting you?** This made projects run much smoother and quicker ### 42. Some labels beat no labels **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Religious Institutions | Small-Business (50 or fewer emp.) **Reviewed Date:** June 12, 2018 **What do you like best about Google Cloud Vision API?** the labels that appear under images makes finding some thing easier and allows me to sort by confidence in their results **What do you dislike about Google Cloud Vision API?** i hate that they fixate on one item in the phote, for example if an image is of a cat and dog, they might only label the dog **Recommendations to others considering Google Cloud Vision API:** it is very one directional so choose wisely **What problems is Google Cloud Vision API solving and how is that benefiting you?** i love being able to find the right images i need for series quickly and without exhaustively searching for them. ### 43. Enjoy the ease! **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Transportation/Trucking/Railroad | Enterprise (> 1000 emp.) **Reviewed Date:** June 18, 2018 **What do you like best about Google Cloud Vision API?** I love how you can scan an object, and it can figure out what the object is, or what it correlates to. **What do you dislike about Google Cloud Vision API?** How easily it can link whatever object you scan to something completely different dependent upon what else is in the image. **What problems is Google Cloud Vision API solving and how is that benefiting you?** It provides ease of access to locating where on the warehouse floor something may be. ### 44. Among the best OCR software in market **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Writing and Editing | Small-Business (50 or fewer emp.) **Reviewed Date:** January 29, 2018 **What do you like best about Google Cloud Vision API?** - Accuracy is at level of world’s best for the English language - Handles skew of paper remarkably well - Ease of use - The pricing seems pretty reasonable as compared to other products - That it's cloud based so no noeed to install anything **What do you dislike about Google Cloud Vision API?** - Doesn't deal with diacritics in Latin-based languages - The name of the product! It's obscure and nerdy - The output (at least for the trial version) doesn't provide line breaks so it's hard to read **Recommendations to others considering Google Cloud Vision API:** Try it! For Latin-based languages, if you're not worried about diacritics, then this should work very well. And it's not as expensive as a lot of products. **What problems is Google Cloud Vision API solving and how is that benefiting you?** OCR of paper documents Prospective benefits will be cost savings and productivity improvements ### 45. Easy to use and accurate **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** July 27, 2018 **What do you like best about Google Cloud Vision API?** Very quick to get started; less than 5 min **What do you dislike about Google Cloud Vision API?** Nothing yet; the UI can be hard to figure out at first. **What problems is Google Cloud Vision API solving and how is that benefiting you?** Test calssifcation ### 46. Good **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Small-Business (50 or fewer emp.) **Reviewed Date:** June 09, 2018 **What do you like best about Google Cloud Vision API?** The stability of connection makes it is a reliable tool **What do you dislike about Google Cloud Vision API?** There is actually nothing much to dislike about this. As long as you have a background, then it is good **What problems is Google Cloud Vision API solving and how is that benefiting you?** Connected device ### 47. Extremely easy to use **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Transportation/Trucking/Railroad | Small-Business (50 or fewer emp.) **Reviewed Date:** June 11, 2018 **What do you like best about Google Cloud Vision API?** Loved the API ease of use for CV and image processing **What do you dislike about Google Cloud Vision API?** Always a learning curve with technology. **What problems is Google Cloud Vision API solving and how is that benefiting you?** Processing images ### 48. Not concise when it comes to analytic. **Rating:** 0.5/5.0 stars **Reviewed by:** Verified User in Motion Pictures and Film | Small-Business (50 or fewer emp.) **Reviewed Date:** June 11, 2018 **What do you like best about Google Cloud Vision API?** I prefer analytics that are to the point **What do you dislike about Google Cloud Vision API?** Too many graphs, not enough data points. **What problems is Google Cloud Vision API solving and how is that benefiting you?** None right now. - [View Google Cloud Vision API pricing details and edition comparison](https://www.g2.com/products/google-cloud-vision-api/reviews?page=2&qs=pros-and-cons§ion=pricing&secure%5Bexpires_at%5D=2026-08-05+07%3A20%3A56+-0500&secure%5Bsession_id%5D=31613eb0-7600-4d02-a82b-b33c357b94de&secure%5Btoken%5D=818b57f4aa6b3496912bb0c0836c9cf7fba8a5933a18d142c9da25244f15f4db&format=llm_user) ## Google Cloud Vision API Integrations - [Colaboratory for G Suite](https://www.g2.com/products/colaboratory-for-g-suite/reviews) - [Glide](https://www.g2.com/products/glide-practice-solutions-ltd-glide/reviews) - [Google Cloud Translation API](https://www.g2.com/products/google-cloud-translation-api/reviews) - [Google Maps Platform](https://www.g2.com/products/google-maps-platform/reviews) - [Jupiter](https://www.g2.com/products/jupiter-ed-jupiter/reviews) - [OutSystems](https://www.g2.com/products/outsystems/reviews) - [Python](https://www.g2.com/products/python/reviews) ## Google Cloud Vision API 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 Google Cloud Vision API Alternatives - [Clarifai](https://www.g2.com/products/clarifai/reviews) - 4.3/5.0 (66 reviews) - [Microsoft Computer Vision API](https://www.g2.com/products/microsoft-computer-vision-api/reviews) - 4.1/5.0 (49 reviews) - [OpenCV](https://www.g2.com/products/opencv/reviews) - 4.5/5.0 (40 reviews)