Roboflow is a one-stop shop for training and deploying computer vision models. It's got automated annotation tools, serious deployment abilities and a lot of other features to make development easier. With more than 50,000 pre-trained open-source models, support for frameworks like TensorFlow and PyTorch and integration with cloud services like AWS and Azure, it's a good choice for developers and enterprises.
Another powerful option is Encord, which offers a full-stack data development platform for building predictive and generative computer vision applications. It includes tools for data ingestion, cleaning, curation, automated labeling and model performance evaluation. Encord can integrate with different storage and MLOps tools for a smooth workflow and has security compliance with SOC2, HIPAA and GDPR.
If you're looking for a platform that covers a broader range of AI tasks, including computer vision and NLP, check out Novita AI. It offers a range of APIs for image, video, audio and Large Language Model (LLM) tasks, plus access to more than 10,000 free models. With flexible pricing and strong data security, Novita AI is geared for businesses that want to quickly and securely add AI abilities.
Dataloop is another strong contender, combining data curation, model management, pipeline orchestration and human feedback to speed up AI application development. It offers automated preprocessing, embeddings for data similarity detection, and support for a range of unstructured data types. Dataloop also focuses on collaboration and has strong security controls, making it a good choice for improving AI development speed and quality.