Bucket Robotics offers a CAD-native computer vision platform designed to streamline and enhance factory inspection processes. By leveraging physics-accurate synthetic data generated from CAD files, the platform enables rapid deployment of inspection models without the need for extensive data collection, manual labeling, or specialized machine learning expertise. This approach significantly reduces integration times and ensures consistent, reliable quality control across manufacturing operations. Key Features and Functionality: - CAD Integration: Supports STEP, GLB, and STL file formats, allowing users to upload their CAD files directly into the platform. - Synthetic Data Generation: Automatically creates photorealistic defect images from CAD files, eliminating the need for real-world defect samples. - Automated Labeling: Generates perfect segmentation labels through simulation, removing the necessity for manual annotation. - Flexible Deployment: Exports models in ONNX format and provides deployment kits compatible with Jetson and x86 hardware, facilitating integration with existing edge devices. - Hardware Compatibility: Operates seamlessly with various camera systems, including FLIR, Keyence, Basler, and standard USB cameras. - Scalability: Ensures consistent model performance across multiple lines, plants, and geographical locations. - Adaptability: Simulates variations in lighting, angles, surface finishes, and defect geometries upfront, reducing the need for retraining. Primary Value and Problem Solved: Bucket Robotics addresses the inefficiencies and challenges associated with traditional factory vision systems, such as lengthy integration cycles, the necessity for extensive labeled datasets, and the brittleness of rule-based systems when faced with new parts. By transforming CAD files into ready-to-deploy inspection models within hours, the platform empowers manufacturers to achieve faster, more reliable quality control without the overhead of manual data collection and labeling. This innovation not only accelerates the deployment of inspection systems but also enhances their adaptability and consistency across diverse manufacturing environments.