Dataset Versions

v11

v4.1 - Large Items - 960px

Generated on Mar 12, 2024

Download Dataset

Popular Download Formats

YOLOv11

TXT annotations and YAML config used with YOLOv11.

YOLOv9

TXT annotations and YAML config used with YOLOv9.

YOLOv8

TXT annotations and YAML config used with YOLOv8.

YOLOv5

TXT annotations and YAML config used with YOLOv5.

YOLOv7

TXT annotations and YAML config used with YOLOv7.

COCO JSON

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

YOLO Darknet

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Pascal VOC XML

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

PaliGemma

PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.

CreateML JSON

CreateML JSON format is used with Apple's CreateML and Turi Create tools.

Other Formats

Choose another format.

669 Total Images

View All Images

Dataset Split

Train Set 94%

630Images

Valid Set 4%

25Images

Test Set 2%

14Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 960x960

Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 7

90° Rotate: Clockwise, Counter-Clockwise, Upside Down

Rotation: Between -7° and +7°

Shear: ±5° Horizontal, ±5° Vertical

Similar Projects

Object Detection Model

FYP projects arvii

27 images 1 model

Object Detection Model yolov8 yolov8s snap

PCB_FULL LABSIN

5.2k images 2 models

Object Detection Model snap

PCB LABSIN

5.1k images 1 model

Object Detection

PCB kikotu

5.1k images