Dataset Versions
Versions
red_button_w_a
v9
· 3 years ago
red_button3_w_A
v8
· 3 years ago
red_button3_A
v7
· 3 years ago
Red_button_A_set2
v6
· 3 years ago
Red_button_gen_rebalance
v5
· 3 years ago
Red_button_Gen
v4
· 3 years ago
Red_button_w_g
v3
· 3 years ago
Train_set1
v2
· 3 years ago
2021-11-29 10:33pm
v1
· 3 years ago
v7
red_button3_A
Generated on Dec 1, 2021
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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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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642 Total Images
View All Images
Dataset Split
Train Set 87%
561Images
Valid Set 8%
53Images
Test Set 4%
28Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -19° and +19°
Shear: ±10° Horizontal, ±11° Vertical
Saturation: Between -25% and +25%
Brightness: Between -44% and +44%
Bounding Box: Rotation: Between -5° and +5°