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Vision Hardware Design and Embedded Development

Development services for equipment manufacturers, system integrators and engineering teams: camera modules, vision boards, acquisition, synchronization, embedded software and custom terminals.

DEVELOPMENT SERVICES

Find services by equipment and deliverable

44 development services

01

Camera and Imaging Modules

CMOS Image Sensor Board Design

Design power, clock, configuration and image-output circuits for a selected CMOS sensor, providing a sensor board for integration with the host processor.

Delivery and validation

Deliverables

Schematics, PCB layout, BOM, fabrication files and prototype debug records.

Validation

Check supply sequencing, clocks, register access and capture in the specified format; record board revisions and capture conditions.

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Custom Embedded Monocular Camera Modules

Combine a sensor board, lens mount and capture interface into a monocular camera module for equipment with defined size and interface requirements.

Delivery and validation

Deliverables

Module prototypes, assembly drawings, interface definitions, driver settings and captured images.

Validation

Check field of view, sharpness, exposure, delivered frame rate and imaging consistency after reassembly at the agreed distance and target.

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Synchronized Stereo Camera Module Development

Develop camera mounting references, triggering and data interfaces for stereo sensing equipment, with module calibration and capture software.

Delivery and validation

Deliverables

Stereo module, synchronization settings, intrinsic and extrinsic parameters, calibration and capture tools.

Validation

Check exposure synchronization, reprojection residuals and depth error at specified distances separately; retain original image pairs.

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Visible and Infrared Camera Module Integration

Integrate commercial visible and infrared camera modules with synchronized capture, mounting geometry and data interfaces for dual-band equipment.

Delivery and validation

Deliverables

Dual-band assembly, synchronized capture software, registration parameters and image-output interfaces.

Validation

Check imaging, overlapping coverage, registration error and temporal association; record distance and temperature conditions separately.

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ToF Depth Camera Module Integration

Integrate a commercial ToF depth module through power, interfaces, mounting and depth-data output for the target equipment.

Delivery and validation

Deliverables

Integration prototype, configuration software, depth-data interface and target-condition test records.

Validation

Check depth deviation, invalid-point ratio, update behavior and recovery across distances, materials and incidence angles.

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Line-scan Acquisition Module Integration

Build acquisition, motion-encoder coordination and scanned-image output around a selected line-scan camera for the equipment motion process.

Delivery and validation

Deliverables

Acquisition module, encoder interface, line-image assembly software and image records.

Validation

Check correspondence between encoder counts and image lines, duplicated or missing lines, scan scale and start-stop recovery.

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02

Vision Compute and Control Boards

MCU Vision Acquisition and Processing Board Design

Design MCU-based capture, buffering, basic image processing and device-output boards for embedded vision equipment with a defined task.

Delivery and validation

Deliverables

Board design, prototypes, buildable firmware, capture and peripheral interface documentation.

Validation

Check DMA and cache coherence, complete-frame ratio, processing latency, display or interface output and fault recovery.

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Custom AI Vision Compute Carrier Boards

Design carrier boards around established compute modules, connecting cameras, networking, storage, displays and control interfaces with board-level software adaptation.

Delivery and validation

Deliverables

Carrier schematics and PCB, BOM, prototypes, device-tree or BSP changes and debug documentation.

Validation

Validate power-up, boot, cameras, peripherals, storage I/O, concurrent workloads and temperature rise with software and hardware revisions recorded.

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FPGA Image Acquisition and Preprocessing Boards

Design FPGA-based image-input, buffering, clock and transfer boards for a defined acquisition link and preprocessing task.

Delivery and validation

Deliverables

Board design and fabrication files, prototypes, power-up and interface debug records.

Validation

Check power and clocks, transceiver links, buffer I/O, sustained data transfer and temperature under load.

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Vision Display and Interaction Control Boards

Develop display, touch, button and status-interface boards connecting the vision host application with the equipment operator interface.

Delivery and validation

Deliverables

Control-board design, prototypes, display and input drivers, and interface integration records.

Validation

Check display timing, refresh, touch coordinates, button events and recovery after disconnection.

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Vision Equipment Power Management Boards

Design power-management boards for cameras, compute and peripherals, covering multiple rails, sequencing, monitoring and fault-state output.

Delivery and validation

Deliverables

Power design, BOM, prototypes, sequencing configuration and load-test records.

Validation

Check voltage, ripple, sequencing, protection trips and recovery under the agreed loads.

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Industrial Vision Isolated I/O Expansion Boards

Develop isolated I/O boards between vision hosts and field sensors, PLCs or actuators, with defined electrical interfaces and event states.

Delivery and validation

Deliverables

Expansion board, I/O list, firmware or interface software and electrical integration records.

Validation

Check input thresholds, output drive, isolated interfaces, event response and power-loss states.

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03

Image Acquisition and Transfer

MIPI CSI-2 Interface Adaptation and Bridge Boards

Develop interconnect or active bridge boards for a specified camera and host, matching connectors, pins, power and image interfaces.

Delivery and validation

Deliverables

Adapter-board design, interface mapping, prototypes, configuration and capture debug records.

Validation

Validate control communication, lane and format configuration, complete-frame reception and operation with the target cable.

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USB Image Acquisition and Transfer Boards

Connect a specified image source to a USB data path through an acquisition board, firmware and host software that deliver usable image data.

Delivery and validation

Deliverables

Acquisition board, firmware, host example, interface documentation and transfer-test records.

Validation

Check host enumeration, effective throughput, frame integrity, reconnection and recovery after interrupted transfers.

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Ethernet Image Transfer Board Development

Develop buffering, network transfer and device-configuration boards that connect captured images and device states to equipment networks.

Delivery and validation

Deliverables

Transfer board, communication firmware, data protocol, receiver example and network-test records.

Validation

Check effective throughput, frame reassembly, packet-loss handling, reconnection and buffer state during sustained transfer.

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GMSL and FPD-Link Camera Link Boards

Develop camera-link boards around selected serializers and deserializers, integrating power, control channels, image transport and the host interface.

Delivery and validation

Deliverables

Link-board design, configuration firmware, cable definition and capture diagnostic records.

Validation

Check link lock, control pass-through, frame integrity, multi-channel input and disconnection recovery.

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Custom PCIe Image Acquisition Cards

Develop PCIe cards for a specified image input, connecting onboard buffering, DMA transfer and host applications through a diagnosable data path.

Delivery and validation

Deliverables

Acquisition card, FPGA or device firmware, driver, SDK example and transfer records.

Validation

Validate PCIe enumeration and link state, DMA integrity, host-memory management and sustained acquisition workloads.

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Image Recording and Storage Module Development

Develop continuous image-recording, local-buffering and export modules that retain data and timing information for equipment debugging, experiments and offline analysis.

Delivery and validation

Deliverables

Recording module, storage software, file index, export interface and recovery documentation.

Validation

Check sustained writes, buffer backlog, recording integrity, full-storage behavior and recoverable files after power loss.

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04

Camera Triggering and Synchronization

Multi-camera Hardware Trigger Controllers

Develop trigger generation, distribution and channel-configuration hardware for equipment requiring coordinated camera acquisition.

Delivery and validation

Deliverables

Trigger-control board, firmware, timing-configuration tool and waveform records.

Validation

Measure output-trigger skew and actual exposure timing separately; check missed or duplicated triggers and recovery.

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Encoder-linked Acquisition Controllers

Generate camera acquisition events from encoder position or counts, linking motion position to image frames or scan lines.

Delivery and validation

Deliverables

Acquisition controller, position-trigger firmware, parameter tool and position-association records.

Validation

Check trigger counts, position spacing and image association during speed changes, reversal, start-stop motion and count boundaries.

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Camera and IMU Synchronized Acquisition Hardware

Connect camera and IMU sources through acquisition interfaces and temporal association, delivering paired image and inertial data for motion-vision equipment.

Delivery and validation

Deliverables

Synchronized acquisition hardware, drivers, packet definitions and temporal-association test records.

Validation

Check clock sources, time offset and drift, missing samples and restoration of the time base after restart.

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05

Lens Adaptation and Mechanical Design

Machine Vision Lens Selection and Imaging Adaptation

Select lenses and filters for the sensor, field of view, working distance and installation conditions, defining imaging and mechanical adaptation for the equipment.

Delivery and validation

Deliverables

Lens selection table, mounting adaptation, parameter records and target images.

Validation

Check field of view, depth of field, distortion and edge sharpness under the existing imaging conditions, recording focus and mounting position.

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Camera Module Mechanics and Mounting Reference Design

Design lens mounts, brackets and mounting references for camera modules, defining assembly, focusing and service access with inspectable mechanical references.

Delivery and validation

Deliverables

3D models, engineering drawings, assembly instructions, sample parts and dimensional inspection records.

Validation

Check critical dimensions, assembly clearances, adjustment range and imaging-position changes after reassembly.

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Vision Terminal Thermal Design and Validation

Design thermal paths, cooling components and airflow for the terminal workload, enclosure and environment, using prototype temperature records to guide revisions.

Delivery and validation

Deliverables

Thermal drawings, materials and components, test setup and temperature-rise records.

Validation

Record chip, component and enclosure temperatures and throttling under a fixed workload; assess restricted ventilation or fan conditions.

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Vision Equipment Protective Enclosure and Sealing Design

Design enclosures, viewing windows, seals and connector mounting for the intended environment, with sample inspection and environmental validation.

Delivery and validation

Deliverables

Enclosure and seal designs, engineering drawings, sample parts and records for agreed tests.

Validation

Check seal interfaces, assembly state, window effects on imaging and the agreed dust or water ingress tests.

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Vision Equipment Cable Harness and Connector Design

Plan internal and external power, image, control and grounding connections, producing harness documentation for manufacturing, assembly and inspection.

Delivery and validation

Deliverables

Harness drawings, terminal and connector lists, samples and continuity inspection records.

Validation

Check pin assignment, continuity, shielding and grounding, strain relief and data links in the target installation.

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06

Custom Vision Terminals

Custom Industrial Smart Camera Development

Combine imaging, onboard processing, task algorithms and industrial communication into a smart camera for workstations requiring device-side inspection results.

Delivery and validation

Deliverables

Smart-camera prototype, capture and inspection software, configuration interface, result interfaces and handover documentation.

Validation

Validate imaging quality, sample-level inspection results, full equipment cycle time, communication and sustained operation separately.

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Custom Edge AI Vision Analysis Boxes

Develop local vision-analysis terminals for external camera inputs, integrating compute, networking, storage, event output and device maintenance.

Delivery and validation

Deliverables

Terminal prototype, ingest and analysis software, configuration interface, event interfaces and deployment documentation.

Validation

Check decoding, inference, event latency, stream reconnection and storage under the specified video workload.

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Portable Vision Inspection Terminal Development

Combine a camera, battery, display, interaction and a defined inspection task into a portable terminal for mobile use.

Delivery and validation

Deliverables

Portable prototype, mechanical and power documentation, application software, data export and operating instructions.

Validation

Check handling and operation, capture results, battery load, charge states and runtime under the target duty cycle.

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Robot Vision Sensing Terminal Development

Develop sensing terminals around robot mounting, power, triggers and data interfaces, delivering images or defined vision results to the robot system.

Delivery and validation

Deliverables

Sensing terminal, mounting and wiring documents, capture software, coordinate or result interfaces and integration records.

Validation

Check mounting coordinates, image-trigger association, interface latency, motion conditions and disconnection recovery.

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Microscopy Acquisition and Control Terminals

Connect existing microscopy equipment through image capture, focus or stage interfaces and experiment records to form an acquisition-control terminal.

Delivery and validation

Deliverables

Acquisition terminal, control software, parameter records, image export and interface documentation.

Validation

Check image capture, position and magnification records, focus response and acquisition-sequence completeness.

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Outdoor Remote Vision Monitoring Terminals

Combine imaging, communication, power, protection and maintenance into outdoor terminals for remote image and event acquisition at fixed locations.

Delivery and validation

Deliverables

Terminal prototype, installation documents, capture and communication software, status interfaces and test records.

Validation

Check capture, communication recovery, power-cycle recovery, temperature rise and agreed protective requirements in the target environment.

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07

Drivers and Embedded Software

Image Sensor Drivers and Camera Link Bring-up

Configure sensor drivers and bring up capture links for a specified image sensor and host platform, delivering application-ready images and diagnostics.

Delivery and validation

Deliverables

Driver and build project, register or device-tree settings, raw frames and debug documentation.

Validation

Check sensor output, link reception and application capture separately; record frame integrity, error states and recovery.

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Linux BSP and Device-tree Adaptation for Vision Boards

Adapt boot, pins, power and peripherals for a target vision board, establishing a buildable, flashable and diagnosable Linux system base.

Delivery and validation

Deliverables

BSP changes, device trees, build and flashing scripts, system images and debug records.

Validation

Validate boot logs, pin and power configuration, peripherals, reboot and upgrade behavior, and system recovery.

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Android Camera HAL and Camera Integration

Adapt the camera path and Camera HAL on a specified Android platform so the target camera exposes the capture and control interfaces required by the device application.

Delivery and validation

Deliverables

Camera adaptation code or patches, build configuration, example application and device validation records.

Validation

Check camera enumeration, preview and capture, format and orientation, parameter control, lifecycle and recovery.

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FPGA Image Processing Logic and Firmware Development

Develop image interfaces, buffering and processing pipelines for a specified FPGA board, with logic sources, simulation and target-hardware integration records.

Delivery and validation

Deliverables

RTL or HLS project, constraints, simulation cases, build files and resource and timing reports.

Validation

Compare reference results with fixed-point output; check timing closure, backpressure, frame boundaries and on-board end-to-end latency.

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Camera ISP and Image Quality Tuning

Tune imaging parameters for a specified sensor, lens and ISP platform, producing reusable configurations and image-quality records for the corresponding conditions.

Delivery and validation

Deliverables

ISP parameters, test images, tuning records and versioned configuration documentation.

Validation

Compare exposure, colour, noise, detail and dynamic-scene behavior, and assess the effect on the target vision task.

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Vision Hardware SDK and Configuration Tools

Package capture control, configuration, update and diagnostic interfaces for vision hardware, providing an SDK and tools for enterprise application integration.

Delivery and validation

Deliverables

SDK, configuration tool, sample code, API documentation and error-code definitions.

Validation

Check parameter access, data lifetimes, concurrent calls, disconnection recovery and failed-update handling.

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08

Prototype Validation and Pilot Production

Vision Hardware Schematic and PCB Design Review

Review existing vision-board circuits, interfaces and PCB layout against target requirements, providing issue lists and traceable revision recommendations.

Delivery and validation

Deliverables

Review report, located annotations, issue priorities, revision recommendations and follow-up records.

Validation

Review power, clocks, interfaces, critical routing and fabrication rules, recording closure evidence for each issue.

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Vision Board Prototyping and Bring-up

Coordinate prototype fabrication and bring up power, clocks, reset, capture and communication, identifying design and assembly issues.

Delivery and validation

Deliverables

Prototype boards, component-substitution records, power-up and interface logs, and revision recommendations.

Validation

Check static electrical conditions, current-limited power-up, clocks and reset, and functional paths in stages; record board IDs and reproduction conditions.

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Camera Calibration and Imaging Test Fixtures

Develop camera fixtures, calibration-target mounting and imaging checks under existing imaging conditions, with repeatable positioning and operating steps.

Delivery and validation

Deliverables

Fixture, mechanical drawings, capture or calibration software, operating instructions and repeatability records.

Validation

Check repeat mounting, target position, calibration residuals and result-file association, retaining camera identifiers and settings.

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Vision Device Flashing and Factory Test Fixtures

Develop flashing, device identification, functional checks and result-recording fixtures for consistent inspection during pilot production and assembly.

Delivery and validation

Deliverables

Test fixture, flashing and inspection tools, operating procedure, logs and record format.

Validation

Use normal and fault-injected samples to check flashing verification, fault detection, retesting and device-record association.

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Vision Hardware Stability and Environmental Testing

Plan tests for defined equipment configurations, workloads and environments, recording sustained operation and environmental behavior while investigating faults.

Delivery and validation

Deliverables

Test plan, configuration list, raw logs, fault-reproduction records and test report.

Validation

Track frame loss, disconnects, restarts, temperature rise and agreed environmental tests, stating sample size, duration and retest conditions.

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Vision Equipment Pilot Production and Manufacturing Introduction

Prepare fabrication, assembly, flashing and test documentation for a design release, supporting issue tracking and engineering changes during pilot production.

Delivery and validation

Deliverables

Manufacturing package, process and test instructions, pilot records, issue list and change documents.

Validation

Check material and revision consistency, assembly inspections, test results, rework causes and serial-number traceability.

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From a development task to equipment delivery

Extend existing equipment

Develop drivers, acquisition or configuration tools around existing circuits, SDKs and interfaces.

Design a custom board

Design around camera, compute and peripheral interfaces, then integrate and validate prototypes.

Deliver a dedicated terminal

Combine hardware, software, mechanics and validation around the equipment task, with engineering handover records.

Questions from enterprise teams

Can we commission only a board or driver?

Projects can cover circuits and PCB layout, capture drivers, interface tools, mechanical prototypes or complete system integration. Scope is defined from the existing hardware and documentation.

How are cost and schedule assessed?

After reviewing the equipment use, camera and host, interfaces, prototype quantity and deliverables, work is divided into assessment, development, prototyping, integration and testing. Procurement, revision rounds and external tests are listed separately.

How does a prototype move into pilot production?

Confirm prototype functions and revisions, then prepare fabrication, assembly, flashing, test and traceability records. Track issues by pilot batch and manage design changes using retest results.

Project enquiry

Discuss your hardware project

Vision Hardware Design and Embedded Development

Describe the equipment, existing hardware, camera and interfaces, target requirements, prototype quantity and delivery scope.

+86 13910119357
xuzhiyang0928@gmail.com

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