Dataset Versions
Versions
2021-09-02 3:05pm
v16
· 3 years ago
2021-09-02 12:38pm
v15
· 3 years ago
2021-09-01 8:51pm
v14
· 3 years ago
try
v13
· 3 years ago
2021-08-31 4:12pm
v12
· 3 years ago
2021-08-31 2:09pm
v11
· 3 years ago
2021-08-31 1:47pm
v10
· 3 years ago
data
v9
· 3 years ago
salidan
v8
· 3 years ago
2021-08-31 12:06pm
v7
· 3 years ago
output
v6
· 3 years ago
light detector
v5
· 3 years ago
2021-08-31 11:09am
v4
· 3 years ago
verde-rojo2.0
v3
· 3 years ago
verde-rojo
v2
· 3 years ago
2021-08-30 2:21pm
v1
· 3 years ago
v5
light detector
Generated on Aug 31, 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.
Other Formats
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528 Total Images
View All Images
Dataset Split
Train Set 86%
453Images
Valid Set 9%
49Images
Test Set 5%
26Images
Preprocessing
Static Crop: 33-66% Horizontal Region, 23-90% Vertical Region
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -20° and +20°
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 10px