Dataset Versions
Versions
02.05-27.05 2 and 4 camera
v13
· 7 months ago
50 more images
v12
· 8 months ago
only body
v11
· 8 months ago
trying to fix one recognition one body as two
v10
· 8 months ago
MORE crossbars and chonker
v9
· 8 months ago
add crossbar labels
v8
· 9 months ago
add some with no grains and crossbar
v7
· 10 months ago
delete class- noise- brightness
v6
· a year ago
2024-01-23 2:02pm
v5
· a year ago
merge robo and studio
v4
· a year ago
2023-11-08 4:52pm
v2
· a year ago
2023-11-07 11:15pm
v1
· a year ago
v11
only body
Generated on Apr 25, 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.
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2451 Total Images
View All Images
Dataset Split
Train Set 87%
2142Images
Valid Set 8%
205Images
Test Set 4%
104Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x360
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Brightness: Between -20% and +20%
Exposure: Between -5% and +5%
Noise: Up to 1.76% of pixels