Pre-Labeled Datasets: We offer immediate access to 250+ pre-labeled datasets allowing you to jump-start and accelerate your AI projects.Data Collection: We have extensive experience with large scale custom data collections covering audio, image, testing, sentiment, and point of interest. Utilize our global crowd and secure locations to source new and unique training data, allowing you to train your models on data specific to your use case and target markets.Synthetic Data: Leverage our data products and expertise to artificially generate data enabling you to access difficult to obtain or edge case data.Data PreparationData Annotation: Leverage the combination of our innovative data annotation platform and global crowd to create the highest-quality training data for your ML projects.Data Labeling: provides faster data annotation at scale with ML-assisted annotation tools (91.5% improved contributor productivity; 10% improved annotation quality).Knowledge Graphs & Ontology Mapping: Work with our knowledge graph and linguist experts to design taxonomies and ontologies that will deliver the optimal results for graph-based deep learning.Partner for Model DevelopmentWe partner with global leaders to assist in your model building and deployment needs.Model Evaluation by HumansModel Evaluation: Understand how your model works in the real world by testing with a representative sample of target users.AI System Benchmarking: Compare model performance to competitors to ensure best-in-class results. THE STATE OF AI AND MACHINE LEARNING FOR AUTOMOTIVE An Exploration of the Automotive Industry Based on Data from The 8th Annual State of AI and Machine Learning Report download the report Launch with Confidence
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