Dataset Versions
Versions
2023-04-16 6:45pm
v18
· 2 years ago
2023-04-16 6:43pm
v17
· 2 years ago
2023-04-15 8:27pm
v16
· 2 years ago
2023-04-15 5:58pm
v15
· 2 years ago
2023-04-15 5:56pm
v14
· 2 years ago
2023-04-15 5:17pm
v13
· 2 years ago
2023-04-15 5:16pm
v12
· 2 years ago
2023-04-15 5:10pm
v11
· 2 years ago
2023-04-15 5:10pm
v10
· 2 years ago
2023-04-15 5:10pm
v9
· 2 years ago
2023-04-14 8:46pm
v8
· 2 years ago
2023-04-09 1:37am
v7
· 2 years ago
2023-03-29 10:15pm
v6
· 2 years ago
2023-03-29 10:14pm
v5
· 2 years ago
2023-03-29 8:56pm
v4
· 2 years ago
2023-03-27 11:12pm
v3
· 2 years ago
2023-03-26 10:45pm
v2
· 2 years ago
2023-03-26 10:36pm
v1
· 2 years ago
v1
2023-03-26 10:36pm
Generated on Mar 27, 2023
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.
0 Total Images
View All ImagesPreprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns
Modify Classes: 0 remapped, 0 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 5% of pixels