Dataset Versions

2024-06-17 3:56pm

Generated on Jun 17, 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.

133 Total Images

View All Images

Dataset Split

Train Set 88%

117Images

Valid Set 8%

11Images

Test Set 4%

5Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Grayscale: Applied

Augmentations

Outputs per training example: 3

Flip: Horizontal

Crop: 0% Minimum Zoom, 20% Maximum Zoom

Rotation: Between -15° and +15°

Shear: ±10° Horizontal, ±10° Vertical

Grayscale: Apply to 15% of images

Saturation: Between -25% and +25%

Brightness: Between -15% and +15%

Exposure: Between -4% and +4%

Similar Projects

Object Detection

all image chair crack chair detect

1.6k images

Object Detection Model

Crack detection railway MSA

96 images 2 models

Object Detection

detector-scratches Carlos Caminero Abad

37 images

Object Detection Model snap

pipe inner surface carck abin c jose

177 images 1 model

Object Detection

trash UM

70 images