Dataset Versions
Versions
rebalanced
v24
· 3 years ago
2021-11-12 4:08pm
v23
· 3 years ago
2021-10-06 7:35pm
v22
· 3 years ago
2021-08-29 10:12pm
v21
· 3 years ago
20210711 627pm
v20
· 3 years ago
spot test
v19
· 3 years ago
2021-06-02 9:35am
v18
· 3 years ago
2021-06-01 7:17pm
v17
· 3 years ago
2021-06-01 6:44pm
v16
· 3 years ago
2021-06-01 6:26pm
v15
· 3 years ago
2021-06-01 6:14pm
v14
· 3 years ago
2021-06-01 5:37pm
v13
· 3 years ago
2020-12-16 5:16pm
v12
· 4 years ago
bbox-shear
v11
· 4 years ago
bbox-only-shear
v10
· 4 years ago
2020-11-13 6:19pm
v9
· 4 years ago
2020-11-13 4:35pm
v8
· 4 years ago
no remap
v7
· 4 years ago
2020-10-27 4:50pm
v6
· 4 years ago
2020-10-27 4:28pm
v5
· 4 years ago
2020-10-27 4:27pm
v4
· 4 years ago
2020-09-04 2:02pm
v2
· 4 years ago
2020-09-04 2:02pm
v1
· 4 years ago
v2
2020-09-04 2:02pm
Generated on Sep 4, 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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30 Total Images
View All Images
Dataset Split
Train Set 90%
27Images
Valid Set 7%
2Images
Test Set 3%
1Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied
Modify Classes: 12 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -5° and +5°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 2% of pixels