Dataset Versions
Versions
2022-09-12 9:14am
v28
· 2 years ago
2022-09-11 10:57pm
v27
· 2 years ago
2022-09-02 9:26am
v26
· 2 years ago
2022-09-01 7:21pm
v25
· 2 years ago
Alll DataSet Refact
v24
· 2 years ago
Based model refact labels
v23
· 2 years ago
2022-08-30 3:16pm
v17
· 2 years ago
a partir da v 11
v13
· 2 years ago
Sem argumentation
v12
· 2 years ago
2022-08-16 8:01pm
v11
· 2 years ago
2022-08-16 7:33pm
v10
· 2 years ago
2022-08-15 10:04pm
v2
· 2 years ago
v17
2022-08-30 3:16pm
Generated on Aug 30, 2022
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.
4171 Total Images
View All Images
Dataset Split
Train Set 88%
3654Images
Valid Set 8%
318Images
Test Set 5%
199Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Fit within 700x700
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 14% Minimum Zoom, 68% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±45° Horizontal, ±45° Vertical
Noise: Up to 5% of pixels
Cutout: 25 boxes with 5% size each
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down