12KLine-Scan ImagingIndustrial line-scan imaging running at up to 200 fps for fast-moving production lines.
900-1700 nmSWIR RangeHigh-speed short-wave hyperspectral capture covering around 200 spectral bands.
99.4%Recognition AccuracyReported on daily mixed-material recognition tasks using self-developed visual models.
<3 msActuation ResponseHigh-pressure valve execution designed for fast industrial separation timing.
The sensing layer combines industrial area cameras, 12K line-scan imaging, SWIR hyperspectral imaging, ToF 3D structured light and binocular capture, supported by internally developed illumination systems.
- Industrial camerasArea scan + line scan
- HyperspectralSWIR 900-1700 nm
- 3D captureToF and binocular
Self-developed visual inference models and model libraries allow AISORT to classify material, shape, color and application-specific categories while supporting multimodal fusion with spectral data.
- Model libraryLarge internal material set
- Baseline modelingAs fast as 2 hours
- Fusion logicVision + spectral
Model deployment can scale from high-performance NVIDIA GPU systems to edge NPU configurations depending on the complexity of the feedstock and the economics of the line.
- Deployment rangeGPU to edge NPU
- Optimization goalLine-fit inference efficiency
- Use modelTask-complexity matched
Execution systems include 8 bar high-pressure valve arrays, delta robots and gantry robots selected according to the physical characteristics of each target stream.
- Valve system8 bar / <3 ms
- Robotic optionsDelta + gantry
- Selection logicSize, mass, density
Compact sorting architecture
Tower and mini configurations reduce the space penalty of upgrading smaller and medium-size facilities.
Fast model adaptation
Shorter baseline modeling cycles improve responsiveness when new material classes need to be recognized.
Execution matched to material physics
The platform chooses between valve discharge and robotic extraction based on object size, mass and handling complexity.
Scalable from sorting line to system platform
Technology is designed to extend across material recovery centers, compact bottle lines and future distributed sorting nodes.
AISORT High-Speed Vision Sorter
Built for high-throughput optical recovery where fast visual classification and stable line speed are the primary requirements.
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AISORT Tower Sorting System
A compact multi-stage architecture that translates the imaging and execution stack into a smaller-footprint deployment model.
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AISORT Hyperspectral Sorter
Best suited where richer spectral signatures improve downstream purification and quality stability.
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AISORT Multi-Sensor Fusion Sorter
Applies multimodal fusion when feedstock instability makes single-sensor classification insufficient.
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