Variable target pose
Random placement, stacking, occlusion and reflection affect grasp point and pose calculation.
Industry Vision Solution / JISHIKEJI
Robot Vision SolutionVision System Development and Delivery
For robot loading, sorting, assembly, inspection and mobile operation scenarios, the solution covers target localization, pose estimation, hand-eye calibration, path assistance and visual recheck.
Localizationtarget / pose / coordinate
Calibrationhand-eye / camera / station
Graspingpoint / pose / recheck
Perceptionobstacle / area / state
Robot Vision Solution / JIVISION
Industry Issues
Discuss Project →Typical Challenges
The solution is organized around business requirements, system modules, technical route and onsite delivery boundaries.
Calibration affects implementation
Robot, camera and fixture coordinate systems need stable calibration.
Cycle and safety constraints
Vision computation, robot motion, recheck and exception handling must match station cycle time.
Complex system integration
Robot controller, PLC, vision software, sensors and safety logic need joint debugging.
Solution Modules
Deployable Vision System Modules
Modules cover imaging, algorithms, software, interfaces, data and onsite maintenance so implementation scope can be defined clearly.
01
Target detection and localization
Recognize workpiece class, position, contour, keypoints and graspable area.
02
3D point cloud and depth sensing
Use RGB-D, structured light or laser profiling to obtain spatial pose data.
03
Hand-eye calibration
Transform camera, robot and fixture coordinate systems.
04
Grasp-point generation
Output grasp point, pose, confidence range and abnormal prompt.
05
Obstacle and area rules
Recognize safety areas, obstacles, people and equipment status.
06
Robot interface linkage
Connect robot controller, PLC, task queue and recheck signals.
Applications
Applicable Scenarios
The solution maps typical stations, equipment, production lines and business scenarios.
Robot loading and unloading
Recognize bins, workpiece positions, grasp points and placement status.
Sorting and palletizing
Assist target classification, localization, pose judgement and sorting path.
Assembly guidance
Output assembly position, angle, hole location and recheck result.
Inspection robots
Recognize environmental targets, abnormal areas and equipment status.
Target localization algorithm
3D perception module
Hand-eye calibration workflow
Grasp output interface
Robot integration
Exception recheck logic
Before implementation, prepare inspection-object images or videos, qualified and defective samples, cycle-time requirements, installation space, communication interfaces and acceptance criteria. JIVISION will define the technical route, risk boundary and delivery scope based on samples and site conditions.
Implementation Path
From Scenario Review to Onsite Deployment
Each solution is implemented in stages based on inspection objects, onsite environment, hardware constraints and acceptance criteria.
01
Scenario ReviewProcess, targets and onsite environment02
Sample AnalysisImages, videos, good/bad samples and hard cases03
Solution DesignCameras, lighting, algorithms, platform and interfaces04
ValidationSample testing, metric review and risk confirmation05
IntegrationHardware/software debugging and interface connection06
IterationOnsite debugging, acceptance and data feedbackFAQ
Common Questions
These questions focus on scenarios, technical routes and implementation boundaries.
What onsite information is needed?
Robot model, controller interface, camera installation, workpiece samples, fixture layout and cycle-time requirements are needed.
Is hand-eye calibration a one-time task?
Calibration depends on mechanical rigidity, camera stability and onsite maintenance. Recalibration and checks are recommended.
Does random-bin picking always need 3D vision?
Not always. The choice depends on object form, occlusion, stacking, grasping accuracy and cycle-time requirements.
Contact
Submit Your Robot Vision Solution Requirement
Please provide the industry scenario, inspection target, speed and accuracy requirements, onsite environment, interface systems and available image or video samples.