*This course was developed by members of AWS Technical Field Communities (TFC), an AWS community of technical experts. The content is intended to complement our standard training curriculum and augment your AWS learning journey. We are aware some courses have accessibility limitations and are working to address. If you require accommodation, please contact [AWS Training and Certification Customer Support](https://support.aws.amazon.com/#/contacts/one-support?formId=trainingCertification).*
Learners can gain practical skills in implementing object detection using Amazon Nova 2 Lite through Amazon Bedrock -- without the need for model training, large datasets, or dedicated data science teams. The course covers prompt engineering for object detection, processing structured JSON output with bounding box coordinates, and deploying a serverless application using AWS Lambda and Amazon API Gateway. Learners also explore real-world applications in manufacturing, agriculture, and logistics, along with cost estimation and environment setup, making this accessible for small teams seeking affordable computer vision solutions.