coffeebean Image Dataset
Versions
AUG_211222_
v12
Dec 22, 2021
2021-12-22 5:11pm
v11
Dec 22, 2021
5044_dataset_augw
v10
Dec 20, 2021
2021-12-14 9:50am
v9
Dec 14, 2021
2021-12-09 9:59am
v8
Dec 9, 2021
2021-12-08 7:18pm
v7
Dec 8, 2021
640_640_4522
v6
Dec 3, 2021
2021-12-03 10:45am
v5
Dec 3, 2021
2021-12-02 11:07am
v4
Dec 2, 2021
1884_coffeedataset
v3
Nov 30, 2021
2021-11-30 6:28pm
v2
Nov 30, 2021
2021-11-28 1:25pm
v1
Nov 28, 2021
v12
AUG_211222_
Generated on Dec 22, 2021
Popular Download Formats
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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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°
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