Enhance AI Models with Encord Active
Encord Active is a web-based tool designed for machine learning and computer vision developers, focusing on model evaluation, data curation, and active learning. This full-version software aids users in testing, validating, and fine-tuning their AI models against specific datasets, thereby significantly improving model performance. It allows for comprehensive robustness checks prior to deploying models in production, ensuring that they meet performance benchmarks and adapt to evolving data landscapes.
The tool features advanced analytics that identify and rectify model weaknesses, providing insights into failure modes and generating explainability reports. Encord Active's label validation capabilities enhance the quality of training data, enabling the creation of balanced datasets tailored for specific models. Additionally, it facilitates error communication between developers and labeling teams, promoting the efficient deployment of reliable AI applications.
