1314996 // EDGE MACHINE VISION INSPECTION HUB

High-Bandwidth Thermal & Optical Defect Detection Datasets (MIPI CSI-2 & GigE Vision Streams)

01 // High-Throughput Infrared & Hyperspectral Defect Detection Architecture

Automated optical inspection (AOI) lines utilizing 1314996-AI2 NPU carriers stream uncompressed raw 12-bit thermal and hyperspectral frames over MIPI CSI-2 and 10GBASE-T1 interfaces. To train surface anomaly classifiers against wafer micro-cracks and BGA cold solder joints, engineers can pull verified reference datasets from our global inspection repository.

02 // Verified Public Industrial Anomaly Datasets (.TAR.GZ)

[THERMAL SPECTRUM 4K] #0108

Wafer Die Crack Detection Set

SIZE: 1.4 GB TAR | 10,000 Annotated Thermal Frames

[X-RAY TOMOGRAPHY] #0241

BGA Solder Joint Inspection

SIZE: 2.1 GB TAR | 3D Voxel Slice Stack

[ACOUSTIC SPECTROGRAM] #0312

Bearing Wear Waveform Corpus

SIZE: 890 MB TAR | High-Frequency Audio Matrix

[SHORT-WAVE IR] #0488

Solar Cell Micro-Crack Corpus

SIZE: 1.8 GB TAR | Electroluminescence (EL) Maps

[UV FLUORESCENCE] #0519

PCB Conformal Coating Void Set

SIZE: 950 MB TAR | High-Contrast UV Frame Matrix

[GIGE VISION RAW] #0644

Laser Weld Bead Geometry Corpus

SIZE: 2.6 GB TAR | Profile Line-Scan Point Clouds