Dataset Versions
Versions
Messy 5 small
v22
· 3 years ago
Raw 4 small
v21
· 3 years ago
Raw 3 small
v20
· 3 years ago
Messy 4 small
v19
· 3 years ago
Messy 3 small
v18
· 3 years ago
Messy 2
v17
· 3 years ago
Raw 2
v16
· 3 years ago
Raw 1
v15
· 3 years ago
Messy 1
v14
· 3 years ago
2022-03-13 9:21pm
v13
· 3 years ago
PROC2 YTP
v12
· 3 years ago
PROC1 YTP
v11
· 3 years ago
RAW YTP
v10
· 3 years ago
raw
v9
· 3 years ago
test
v8
· 3 years ago
aaaa
v7
· 3 years ago
2022-03-10 8:31pm
v6
· 3 years ago
2022-03-10 8:29pm
v5
· 3 years ago
2022-03-06 3:20pm
v4
· 3 years ago
2022-03-06 2:19pm
v3
· 3 years ago
2022-03-06 2:07pm
v2
· 3 years ago
2022-02-28 8:04pm
v1
· 3 years ago
v2
2022-03-06 2:07pm
Generated on Mar 6, 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.
7398 Total Images
View All Images
Dataset Split
Train Set 92%
6831Images
Valid Set 4%
297Images
Test Set 4%
270Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 3 rows x 3 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Hue: Between -11° and +11°
Brightness: Between -30% and +30%
Exposure: Between -25% and +25%
Blur: Up to 15.25px
Noise: Up to 10% of pixels
Cutout: 13 boxes with 10% size each
Mosaic: Applied
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 6.25px