Dataset Versions

2024-06-14 2:06pm

Generated on Jun 14, 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.

2779 Total Images

View All Images

Dataset Split

Train Set 82%

2274Images

Valid Set 9%

252Images

Test Set 9%

253Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Crop: 0% Minimum Zoom, 15% Maximum Zoom

Saturation: Between -15% and +15%

Similar Projects

Object Detection Model snap

Object-Detection ObjectDetection

374 images 1 model

Object Detection Model snap

Traffic lights and Traffic signs auv

1.4k images 1 model

Semantic Segmentation Model

AUV_Dataset_1024x512 Workspace

100 images 1 model

Object Detection

Object Detection Object Detection

183 images