Dataset Versions
Versions
2022-11-14 3:15pm
v35
· 2 years ago
v34_crop
v34
· 2 years ago
2022-11-08 5:44pm
v33
· 2 years ago
2022-11-08 4:40pm
v32
· 2 years ago
v12_Tile_Augm
v31
· 2 years ago
v11_Tile_NoAugm
v30
· 2 years ago
v10_Tile_Augm
v29
· 2 years ago
v9_Tile_Augm
v28
· 2 years ago
v8_Tile_Augm
v27
· 2 years ago
v7_Tile_Augm
v26
· 2 years ago
v6_Tile_NoAugm
v25
· 2 years ago
v5_Augm
v24
· 2 years ago
v4_Augm
v23
· 2 years ago
v3_Augm
v22
· 2 years ago
v2_Augm
v21
· 2 years ago
v1_NoAugm
v20
· 2 years ago
2022-11-01 4:09pm
v13
· 2 years ago
2022-10-26 4:30pm
v10
· 2 years ago
2022-10-19 2:03pm
v9
· 2 years ago
2022-10-09 7:50pm
v2
· 2 years ago
v2
2022-10-09 7:50pm
Generated on Oct 10, 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.
6092 Total Images
View All Images
Dataset Split
Train Set 87%
5328Images
Valid Set 8%
508Images
Test Set 4%
256Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 416x416
Tile: 2 rows x 2 columns
Modify Classes: 8 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2px
Noise: Up to 2% of pixels
Cutout: 7 boxes with 8% size each
Bounding Box: Brightness: Between -10% and +10%