Dataset Versions
Versions
AUG_211222_
v12
· 3 years ago
2021-12-22 5:11pm
v11
· 3 years ago
5044_dataset_augw
v10
· 3 years ago
2021-12-14 9:50am
v9
· 3 years ago
2021-12-09 9:59am
v8
· 3 years ago
2021-12-08 7:18pm
v7
· 3 years ago
640_640_4522
v6
· 3 years ago
2021-12-03 10:45am
v5
· 3 years ago
2021-12-02 11:07am
v4
· 3 years ago
1884_coffeedataset
v3
· 3 years ago
2021-11-30 6:28pm
v2
· 3 years ago
2021-11-28 1:25pm
v1
· 3 years ago
v12
AUG_211222_
Generated on Dec 22, 2021
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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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.
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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.
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PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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9074 Total Images
View All Images
Dataset Split
Train Set 89%
8062Images
Valid Set 6%
506Images
Test Set 6%
506Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -45° and +45°