The Active Learning Tools solutions below are the most common alternatives that users and reviewers compare with Aquarium. Other important factors to consider when researching alternatives to Aquarium include features and customer service. The best overall Aquarium alternative is Deepchecks. Other similar apps like Aquarium are Amazon Augmented AI, Dataloop, Encord, and V7. Aquarium alternatives can be found in Active Learning Tools but may also be in Data Labeling Software or AIOps Tools.
Iterate Quickly While Maintaining Control. Release high-quality LLM apps quickly without compromising on testing. Never be held back by the complex and subjective nature of LLM interactions.
Amazon Augmented AI (Amazon A2I) allows you to conduct a human review of machine learning (ML) systems to guarantee precision.
Automated Image Annotation and Neural Network training. V7 is the most powerful platform to automatically create ground truth to enable AIs to learn. Trusted by the likes of Merck, GE Healthcare, and Stanford, our technology speeds up the creation of visual data labels by 10x.
iMerit is a leading multimodal AI solutions company providing high-quality data for predictive AI machine learning and RLHF for generative AI model fine-tuning. iMerit is unique in bringing together the required technology, talent and techniques to achieve successful AI into a single cohesive solution. The value iMerit provides results in the highest quality data, while providing greater efficiency and accuracy for taking your AI to production. iMerit has been providing AI solutions across computer vision and natural language processing for large enterprises for the past 10 years. With over 5,000 full time employees around the world and a supplemental workforce of domain specialists, this extensive knowledge and deep domain expertise is brought into every project. Predictive AI: Tools and services for data annotation, data labeling, data enrichment, synthetic data creation, edge case solutions, anomaly analysis, simulation and testing. Generative AI: Tools and services for model evaluation and fine tuning with domain specific experts. Such as - Prompt response generation, RLHF, model output QC, bias assessment, hallucination review, model bias evaluation, and red teaming. iMerit’s solution is powered by the iMerit Ango Hub platform, a versatile all-in-one platform for building data pipelines that combine automation with scalable human-in-loop (domain experts), to leverage human intelligence and oversight for high quality outputs. The platform brings together custom workflow design, model integrations, automation, bespoke tooling, human-in-loop engagement and pipeline analytics into a single platform. The platform is available in the Cloud and On-premise, in full service or SaaS only options. iMerit Ango Hub supports all data types, including image, text, video, audio, 3D point clouds and many more. These data types can be used as single asset types or in multimodal or sensor fusion scenarios. iMerit multimodal AI solutions enable AI/ML teams to be faster, more precise, and efficient in their product development.
Lightly helps machine learning teams to build better models through better data. It helps to curate unlabelled data to improve its quality for model training. Analyze the quality and diversity of your datasets. Better understand your data with Lightly's holistic views from the big picture down to the smallest nuances of your data. Uncover class distributions, dataset gaps, and representation biases before labeling to save time and money. Intelligently select the best samples for model training through advanced filtering and active-learning algorithms. Balance your class distributions, remove redundancies and dataset bias. Label only the best data for model training until you reach your target accuracy. Manage your dataset. Apply automated labeling. Track different versions, and once your dataset is ready, simply share with labeling with the click of a button.
Make visual AI a reality. Build production-ready visual AI faster and more easily with FiftyOne from Voxel51. By simplifying and automating how you explore, visualize and curate visual data, Voxel51 lets you test and refine your models alongside exactly the datasets they need to ensure robust, accurate results. Better data => better models => the fastest path to success with visual AI.