Dataset Versions

v13

2024-04-19 3:08pm

Generated on Apr 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.

469 Total Images

View All Images

Dataset Split

Train Set 88%

411Images

Valid Set 9%

40Images

Test Set 4%

18Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3

Flip: Horizontal

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

Grayscale: Apply to 15% of images

Saturation: Between -25% and +25%

Exposure: Between -12% and +12%

Blur: Up to 2.5px

Similar Projects

Instance Segmentation Model yolov8 yolov8l yolov8x roboflow-3-n-seg yolov8s

classroom-type-identification shadow

62 images 15 models

Instance Segmentation

order-model test

200 images

Instance Segmentation Model yolov8 yolov8x yolov8s yolov8l

classroom-order-seg shadow

91 images 18 models

Classification

classroom-clutter-cf shadow

149 images

Instance Segmentation Model yolov8 yolov8s

new-type-identification shadow

320 images 1 model

classroom-count-det