Equipment Projects and Development Scope
The following projects can be broken down into visual subsystems or complete machine prototypes within an agreed range. First confirm the existing core components, samples and target outputs, and then determine the development content of circuits, controls, structures, algorithms and software.
Development of visual grading equipment for fruits and vegetables
- Development Scope
- Multi-faceted acquisition, appearance size grading, position tracking and lane control
- Project Inputs
- Fruit and vegetable batches, feed sorting mechanism and true grade value
Related Engineering Services
Development of grain and seed image sorting equipment
- Development Scope
- Finished product feeding, image classification, particle tracking and rejection timing
- Project Inputs
- Material flow, sorting samples and executors
Related Engineering Services
Development of foreign matter inspection equipment for food conveyor belts
- Development Scope
- Commercial imaging or spectroscopy modules, target location, rejection and traceability
- Project Inputs
- Food foreign matter samples, detection conditions and finished product modules
Related Engineering Services
Development of agricultural product slice quality analysis equipment
- Development Scope
- Sample stage, section imaging, color texture and grading reports
- Project Inputs
- Sample preparation, reference grade and imaging environment
Related Engineering Services
Development of crop phenotype collection equipment
- Development Scope
- Off-the-shelf platform, multi-view, time-series acquisition, geometric phenotyping and data management
- Project Inputs
- Crop environment, platform and reference markers
Related Engineering Services
Development of aquatic product size and quantity collection equipment
- Development Scope
- Off-the-shelf underwater modules, dual targeting, target correlation and statistical software
- Project Inputs
- Bodies of water, reference scales, samples and installation conditions
Related Engineering Services
Responsibilities and Deliverables
| Development Stage | Deliverables | Items to Confirm |
|---|
| Requirements and system interfaces | Equipment tasks, inputs and outputs, interfaces and test requirements | Scope of responsibility for customer's existing systems and supplier components |
| Design and software development | Agreed circuitry, structure, firmware, algorithm or application | Actual design scope, source file rights and third-party licenses |
| Prototype and engineering joint debugging | Agreed configured prototype, parameters, construction and installation information | Number of prototypes, institutional conditions and on-site joint debugging arrangements |
| Validation and technical handover | Configuration list, test records, problem handling and usage instructions | Reference methods, judgment standards and subsequent maintenance scope |
Verification and Acceptance
Use representative material batches, grade labels and reference measurements to record sampling range, occlusion, surface changes and execution timing. The inspection scope of visible or specified spectral bands is confirmed based on samples and does not extend to all quality or safety conclusions.
Define the samples, target configuration, reference values, operating conditions and acceptance method before testing. Retain normal results, failure cases, version information, known limitations and retest records in the delivery documentation.
Enterprise Project Questions
With only off-the-shelf instruments or cameras, can software and interface development be commissioned?
A project can be limited to acquisition, control interfaces, algorithms or application software for an existing device. Provide the model, protocol or SDK, sample data and access rights so that the available functions can be checked first.
Does device development include all mechanical, optical and manufacturing work?
The project documents define each development responsibility. Precision motion, specialist optics, excitation, radiation sources and other core systems may be supplied by the customer or a specialist vendor. Prototype development and volume manufacturing are agreed separately.
How Are Acceptance Criteria Defined for These Equipment Projects?
Use representative material batches, grade labels and reference measurements to record sampling range, occlusion, surface changes and execution timing. The inspection scope of visible or specified spectral bands is confirmed based on samples and does not extend to all quality or safety conclusions.
Can design materials and maintainable source code be delivered at the same time?
Agree which circuit files, mechanical drawings, firmware, algorithms, software and build instructions will be delivered during requirements definition. Check third-party licenses and define delivery rights and scope in the project documents.
Project Enquiry
Provide Equipment and Sample Information to Define the Development Scope
Food, Agriculture and Vision Sorting Equipment Development
Please describe the purpose of the equipment, existing systems, cameras and interfaces, target output, reference samples, prototype quantity and design data delivery requirements.
Phone: 13910119357
xuzhiyang0928@gmail.com