Dataset Versions

Try Pre-Trained Model

2024-09-23 12:34pm

v47

2 months ago

v10

2024-09-13 8:28am

Generated on Sep 13, 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.

1355 Total Images

View All Images

Dataset Split

Train Set 87%

1185Images

Valid Set 8%

113Images

Test Set 4%

57Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3

Saturation: Between -60% and +60%

Cutout: 4 boxes with 15% size each

Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom

Bounding Box: Brightness: Between -40% and +40%

Bounding Box: Exposure: Between -25% and +25%

Similar Projects

Object Detection Model snap

grains Mikhail Skornyakov

2k images 1 model

Object Detection Model snap

grains 2 Mikhail Skornyakov

2k images 1 model

Instance Segmentation Model roboflow-3-n-seg

Coletor lschmidt

223 images 1 model

Classification Model

Empty Tanks pavloniym

319 images 1 model

Instance Segmentation

coletor-imagens-clientes lschmidt

298 images