Dataset Versions
Versions
2022-08-19 12:52pm
v24
· 2 years ago
2022-08-12 11:04am
v23
· 2 years ago
2048
v22
· 2 years ago
1024
v21
· 2 years ago
416
v20
· 2 years ago
v2
v19
· 2 years ago
test-secretless-train2
v18
· 2 years ago
test-secretless-train
v17
· 2 years ago
post-seg
v16
· 3 years ago
paperspace
v15
· 4 years ago
black_pad_one_pixel
v14
· 4 years ago
2020-12-16 5:17pm
v13
· 4 years ago
2020-12-13 8:11pm
v12
· 4 years ago
2x2-tile-augs
v11
· 4 years ago
raw
v10
· 4 years ago
tiled
v9
· 4 years ago
boats
v8
· 4 years ago
faster-rcnn-800x1333
v4
· 4 years ago
v4
faster-rcnn-800x1333
Generated on Jul 21, 2020
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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282 Total Images
View All Images
Dataset Split
Train Set 18%
50Images
Valid Set 4%
11Images
Test Set 2%
6Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 1333x800
Augmentations
Outputs per training example: 5
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -40% and +40%
Noise: Up to 1% of pixels
Mosaic: Applied