Rukam Dataset
Versions
2023-02-14 1:37am
v20
· 2 years ago
2023-02-14 1:35am
v19
· 2 years ago
2023-02-13 9:52pm
v18
· 2 years ago
2023-02-13 9:47pm
v17
· 2 years ago
2023-02-13 9:33pm
v16
· 2 years ago
2023-02-13 9:25pm
v15
· 2 years ago
2023-02-10 7:01pm
v13
· 2 years ago
2023-02-09 9:42pm
v12
· 2 years ago
2023-02-09 8:54pm
v11
· 2 years ago
2023-02-09 8:50pm
v10
· 2 years ago
2023-01-16 3:03pm
v9
· 2 years ago
2023-01-16 2:57pm
v8
· 2 years ago
2023-01-15 8:43am
v7
· 2 years ago
2023-01-15 8:31am
v6
· 2 years ago
2023-01-15 8:29am
v5
· 2 years ago
2023-01-15 8:27am
v4
· 2 years ago
2023-01-15 8:21am
v3
· 2 years ago
2022-12-28 5:41pm
v2
· 2 years ago
2022-12-21 12:06pm
v1
· 2 years ago
v20
2023-02-14 1:37am
Generated on Feb 13, 2023
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.
Other Formats
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3017 Total Images
View All Images
Dataset Split
Train Set 70%
2097Images
Valid Set 0%
13Images
Test Set 30%
907Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -36% and +36%
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -17° and +17°