Dataset Versions
Versions
2021-09-12 6:26pm
v15
· 3 years ago
last-run-2
v14
· 3 years ago
last-run
v13
· 3 years ago
no-estathe-coffe-added
v12
· 3 years ago
no-estathe
v11
· 3 years ago
dim640
v10
· 3 years ago
2021-09-01 2:03am
v9
· 3 years ago
2021-09-01 1:38am
v8
· 3 years ago
2021-08-30 9:49pm
v7
· 3 years ago
tags_all
v6
· 3 years ago
tags_01234567891011
v5
· 3 years ago
tags_0123456789
v4
· 3 years ago
tags_01234567
v3
· 3 years ago
tags_01235
v2
· 3 years ago
peroni-ringo-water-pear
v1
· 3 years ago
v15
2021-09-12 6:26pm
Generated on Sep 12, 2021
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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2533 Total Images
View All Images
Dataset Split
Train Set 87%
2211Images
Valid Set 8%
212Images
Test Set 4%
110Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Modify Classes: 0 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Blur: Up to 3.25px
Noise: Up to 3% of pixels
Cutout: 3 boxes with 10% size each