Dataset Versions

2024-09-19 1:13pm

Generated on Sep 19, 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.

1926 Total Images

View All Images

Dataset Split

Train Set 88%

1701Images

Valid Set 10%

196Images

Test Set 2%

29Images

Preprocessing

Resize: Stretch to 448x448

Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3

Rotation: Between -15° and +15°

Brightness: Between -10% and +10%

Exposure: Between -10% and +10%

Blur: Up to 1.4px

Noise: Up to 0.22% of pixels

Similar Projects

Instance Segmentation Model yolov8 yolov8s snap yolov8n

fruit_seg_front_view odMdm

1.5k images 4 models

Object Detection

Action Recognition Action

369 images

Instance Segmentation Model yolov8 yolov8m yolov8s yolov8n

ft_cx_segmentation ftdet

2.4k images 11 models

Instance Segmentation Model yolov8 yolov8m yolov8s yolov8n

mm_segmentation_full ftdet

2.1k images 10 models