Dataset Versions
Versions
2024-09-08 4:10pm
v20
· 2 months ago
2024-08-14 12:13am
v19
· 3 months ago
2024-08-13 6:03am
v17
· 3 months ago
ModifyLabel
v16
· 3 months ago
Bad only
v15
· 3 months ago
Bad only with AUG
v14
· 3 months ago
Downsize
v13
· 3 months ago
2024-08-12 3:58am
v9
· 3 months ago
DCrop
v5
· 4 months ago
NoAUG
v3
· 4 months ago
v1
v2
· 4 months ago
Light_detection
v1
· 4 months ago
v13
Downsize
Generated on Aug 12, 2024
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
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915 Total Images
View All Images
Dataset Split
Train Set 88%
801Images
Valid Set 8%
77Images
Test Set 4%
37Images
Preprocessing
Auto-Orient: Applied
Dynamic Crop: Class: Pipe
Modify Classes: 4 remapped, 6 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -5° and +5°
Saturation: Between -10% and +10%
Brightness: Between 0% and +5%
Exposure: Between -3% and +3%