Imagine a world where machines have human-level perception, interpretation, and understanding of images. Gartner projects that by 2025, 75% of enterprise-generated data will be created and processed outside conventional data centers, with a significant portion of that data consisting of photos and videos. Computer Vision Annotation, an AI technique that lets computers recognize and categorize […]

What possibly could business entities might achieve with the key points annotation approach?  They can identify particular characteristics or landmarks on objects in pictures or movies.  It makes difficult tasks like pose estimation, gesture identification, facial expression recognition, and 3D reconstruction possible, in addition to high-precision object detection and tracking. It offers a thorough comprehension […]

To enable the car to make safe judgments & navigate, its machine-learning algorithms need to be trained on well-annotated data.

It all boils down to performance and quality metrics when determining what makes a machine-learning model effective. To assess if a model will perform as planned for its application and particular industry use, AI practitioners need to consider these evaluation aspects. Essentially, performance evaluation and monitoring during development result ineffective products. When a model is […]