PCB-SAID (Printed Circuit Board - SMD Assembly Inspection Dataset)

Object Detection

PCB-SAID (Printed Circuit Board - SMD Assembly Inspection Dataset) Computer Vision Project

SMD Defects

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Classes (70)
Aluminium Capacitor Missing
Aluminium Capacitor Poorly Soldered
Aluminium Capacitor Well Soldered
Button Poorly Soldered
Button Well Soldered
Capacitor/Diode/Resistor Missing
Ceramic Capacitor Poorly Soldered
Ceramic Capacitor Well Soldered
DO-213AA Well Soldered
Fuse Poorly Soldered
Fuse Well Soldered
HC-49S Poorly Soldered
HC-49S Well Soldered
IC (Unknown) Missing
IC (Unknown) Well Soldered
LED Poorly Soldered
LED Well Soldered
Mini-USB Socket Missing
Mini-USB Socket Poorly Soldered
Mini-USB Socket Well Soldered
PDIP Missing
PDIP Poorly Soldered
PDIP Well Soldered
Power Inductor Correct
Power Inductor Missing
Power Inductor Poorly Soldered
QFN-8 Missing
QFN-8 Poorly Soldered
QFN-8 Well Soldered
Resistor Poorly Soldered
Resistor Well Soldered
SMA Poorly Soldered
SMA Well Soldered
SMAF Well Soldered
SMC Poorly Soldered
SMC Well Soldered
SO-13 Poorly Soldered
SO-323 Poorly Soldered
SO-666 Poorly Soldered
SOD-323 Well Soldered
SOD-523 Missing
SOD-523 Poorly Soldered
SOD-523 Well Soldered
SOD-80 Poorly Soldered
SOD-80 Well Soldered
SOIC Missing
SOIC Poorly Soldered
SOIC Well Soldered
SOP-16 Poorly Soldered
SOP-16 Well Soldered
SOT-223-3L Poorly Soldered
SOT-223-3L Well Soldered
SOT-23-3L Missing
SOT-23-3L Poorly Soldered
SOT-23-3L Well Soldered
SOT-323 Missing
SOT-323 Well Soldered
SOT-343 Missing
SOT-343 Poorly Soldered
SOT-343 Well Soldered
SOT-353 Well Soldered
SOT-666 Well Soldered
Short Circuit
TSOP Missing
TSOP Well Soldered
Tantalum Capacitor Poorly Soldered
Tantalum Capacitor Well Soldered
Trimmer Poorly Soldered
Trimmer Well Soldered
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Description

Copyright 2024

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            pcb-said-printed-circuit-board-smd-assembly-inspection-dataset_dataset,
                            title = { PCB-SAID (Printed Circuit Board - SMD Assembly Inspection Dataset) Dataset },
                            type = { Open Source Dataset },
                            author = { SMD Defects },
                            howpublished = { \url{ https://universe.roboflow.com/smd-defects/pcb-said-printed-circuit-board-smd-assembly-inspection-dataset } },
                            url = { https://universe.roboflow.com/smd-defects/pcb-said-printed-circuit-board-smd-assembly-inspection-dataset },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { oct },
                            note = { visited on 2024-10-18 },
                            }
                        
                    

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