# Aquarium Reviews **Vendor:** Aquarium **Category:** [Active Learning Tools](https://www.g2.com/categories/active-learning-tools) **Average Rating:** 4.6/5.0 **Total Reviews:** 14 ## About Aquarium The Platform For ML Data Curation - Aquarium's embedding technology surfaces the biggest problems in your model performance and finds the right data to solve them. ## Aquarium Reviews ### 1. Easy to Find Solution **Rating:** 4.5/5.0 stars **Reviewed by:** Ayush S. | Technical Support Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** August 10, 2024 **What do you like best about Aquarium?** Aquarium helps us find the best solution to our model /Project or whatever we develop it minimizes the problem and gives us the best. Easy to use, it has good customer support and quick response, if you want to implement team will guide you on how to implement It has Good features to use like finding out the model performance and more like. **What do you dislike about Aquarium?** It has no dislike but sometimes it gives us slow loading overall Good. **What problems is Aquarium solving and how is that benefiting you?** It is very beneficial for us because it allows us to find the problem and the best solution for that, that is why we are using this. It targets the problem in the model. It solves the very critical problem in the model related to data quality and model performance and much more importantly time it improves time, time is money in this time, if you are unable to do your task on time no one care and you fired, so Aquarium is the best to use save time, check model performance and provide us the more active tools etc. ### 2. One of the best AI tool for Object Detection **Rating:** 5.0/5.0 stars **Reviewed by:** AVINASH K. | Software Developer, Mid-Market (51-1000 emp.) **Reviewed Date:** August 22, 2024 **What do you like best about Aquarium?** One of the best thing about Aquarium is that you can it can handles the huge amount of data and process it with an ease. **What do you dislike about Aquarium?** Explored multiple funcationalities of the tool but didn't notice any drawback yet. **What problems is Aquarium solving and how is that benefiting you?** I was working on one of the projects where we were working on image detection for the traffic administration. Using it, we were able to scan several vehicles and get results of their license numbers promptly, which helped us a lot to complete our project on time. ### 3. A overall good product **Rating:** 3.5/5.0 stars **Reviewed by:** Jasmine T. | Community Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** August 20, 2024 **What do you like best about Aquarium?** The interface is super friendly, easy navigation. Plus the collaboration feature is an added advantage **What do you dislike about Aquarium?** The initial setup is tad difficult, which can be improved. **What problems is Aquarium solving and how is that benefiting you?** It provides a centralised platform where all team members can collaborate, and thus helps streamlining the projects. If there are multiple channels for communication it makes it very inefficifient, so Aquarium helps in eliminating that. ### 4. The Data Curation Platform **Rating:** 5.0/5.0 stars **Reviewed by:** Bruno A. | Gerente Comercial de Loja, Small-Business (50 or fewer emp.) **Reviewed Date:** August 09, 2024 **What do you like best about Aquarium?** As a data operation platform, it facilitates the process, has great ease of integration, and the curation of data to train and optimize these models. **What do you dislike about Aquarium?** At this moment, I have nothing to declare. **What problems is Aquarium solving and how is that benefiting you?** Being a learning model, this tool has helped to learn patterns from data to perform tasks and provide information for decision-making. ### 5. The best ever **Rating:** 5.0/5.0 stars **Reviewed by:** Kyndall B. | Paralegal, Small-Business (50 or fewer emp.) **Reviewed Date:** August 06, 2024 **What do you like best about Aquarium?** Was really easy to implement, easy to use, customer service is always nice and easy to work with, has a ton of features, and was easy to integret and we use it all the time **What do you dislike about Aquarium?** I don't have any negative to say at this time! **What problems is Aquarium solving and how is that benefiting you?** Helps us with troubleshooting and problem solving ### 6. Short and Precise **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** August 12, 2024 **What do you like best about Aquarium?** It is a very good tool to analyse our data and through it we can train our model very precisely and also know at where we are lacking so that we can improve on that part. **What do you dislike about Aquarium?** Nothing as such sometimes it give Unaccurate results and website response is also slow else it is a very good platform. **What problems is Aquarium solving and how is that benefiting you?** It is helping to understand the business more deeply and how we can keep our model up to update with the latest data. It helps in data wrangling. ### 7. Unlocking New Insights **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** August 05, 2024 **What do you like best about Aquarium?** Aquarium has made it significantly easier and faster for us to get projects up and running. **What do you dislike about Aquarium?** Nothing to comment here since haven't explored everything yet. **What problems is Aquarium solving and how is that benefiting you?** I heard about this tool from a friend who used it to extract data from a bunch of images for one of our joint projects. The ability to gain insights and categorize data was one of its standout features. I recently learned about their new tool, 'Tidepool,' and it looks quite promising. It seems like they’re heading in the right direction. ### 8. Revolutionizing the data management industry **Rating:** 4.0/5.0 stars **Reviewed by:** Ansum M. | Fellow, Mid-Market (51-1000 emp.) **Reviewed Date:** August 03, 2024 **What do you like best about Aquarium?** Its usefulness in categorizing data sets. **What do you dislike about Aquarium?** Accessing the platform is a bit tough to handle. **What problems is Aquarium solving and how is that benefiting you?** It is helping industries solve the issue of data management and better deal with complex data sets to provide results that are far more effective for use than any other platforms. ### 9. Aquarium laboratory software **Rating:** 4.0/5.0 stars **Reviewed by:** Gargi A. | Accounts Executive, Small-Business (50 or fewer emp.) **Reviewed Date:** July 30, 2024 **What do you like best about Aquarium?** It's simple procedure through which we recieves claims, as well as this software is easily affordable. **What do you dislike about Aquarium?** Customer service is not so good and also there is no demo session for its utilisation we need to pay only. **What problems is Aquarium solving and how is that benefiting you?** Aquarium provides different AI Tools for learning different things ### 10. Perfect AI tool **Rating:** 4.5/5.0 stars **Reviewed by:** Shubham S. | Supervisor, Small-Business (50 or fewer emp.) **Reviewed Date:** July 30, 2024 **What do you like best about Aquarium?** Aquarium helps in resolving customer problems on priority. **What do you dislike about Aquarium?** There are few reports which are not easy to read. **What problems is Aquarium solving and how is that benefiting you?** It helps in learning the things which are hard to understand. ### 11. Awesome services **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Insurance | Small-Business (50 or fewer emp.) **Reviewed Date:** August 05, 2024 **What do you like best about Aquarium?** The analysis is pretty accurate and the analysis helped us in saving time **What do you dislike about Aquarium?** The pricing is on a higher side and can be reduced , trials duration can also be extended **What problems is Aquarium solving and how is that benefiting you?** Analysis of data and understanding the business numbers ### 12. My Review About Aquarium **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Biotechnology | Enterprise (> 1000 emp.) **Reviewed Date:** July 30, 2024 **What do you like best about Aquarium?** I love aquarium for it's ease of use. Would recommend to anyone **What do you dislike about Aquarium?** There's truly nothing to dislike. Sometimes it can get a bit tricky of for the most part it's easy to use. **What problems is Aquarium solving and how is that benefiting you?** Helps the business to ensure that things are running smoothly. ### 13. Best to enhance productivity. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** August 01, 2024 **What do you like best about Aquarium?** Aquarium gives more effecient way to manage the code and processes. **What do you dislike about Aquarium?** It might not cover everything related to a project. **What problems is Aquarium solving and how is that benefiting you?** It helps team to manage project and codes very easily. ### 14. Service **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Entertainment | Small-Business (50 or fewer emp.) **Reviewed Date:** August 07, 2024 **What do you like best about Aquarium?** Accurate analysis which helped saving time **What do you dislike about Aquarium?** Little expensive and duration for trials can be added **What problems is Aquarium solving and how is that benefiting you?** Business number analysis and trends analysis - [View Aquarium pricing details and edition comparison](https://www.g2.com/products/aquarium/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-13+19%3A10%3A12+-0500&secure%5Bsession_id%5D=fbe85929-0680-4f62-8ef3-61b947fa475d&secure%5Btoken%5D=0907498a764af98857e673d3b5470a3444442fab6de2faff01c07f1c1af8aeab&format=llm_user) ## Aquarium Features **Model Training & Optimization - Active Learning Tools** - Model Training Efficiency - Automated Model Retraining - Active Learning Process Implementation - Iterative Training Loop Creation - Edge Case Discovery **Data Management & Annotation - Active Learning Tools** - Smart Data Triage - Data Labeling Workflow Enhancement - Error and Outlier Identification - Data Selection Optimization - Actionable Insights for Data Quality **Model Performance & Analysis - Active Learning Tools** - Model Performance Insights - Cost-Effective Model Improvement - Edge Case Integration - Fine-tuning Model Accuracy - Label Outlier Analysis ## Top Aquarium Alternatives - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) - 4.9/5.0 (266 reviews) - [Amazon Augmented AI](https://www.g2.com/products/amazon-augmented-ai/reviews) - 4.5/5.0 (61 reviews) - [Deepchecks](https://www.g2.com/products/deepchecks/reviews) - 4.4/5.0 (21 reviews)