Dataset Versions
Versions
2024-04-10 9:45pm
v14
· 7 months ago
added gloves
v13
· 7 months ago
2024-04-10 8:52pm
v12
· 7 months ago
2024-04-10 3:36pm
v11
· 7 months ago
2024-04-10 2:21pm
v10
· 7 months ago
2024-04-10 1:43pm
v9
· 7 months ago
2024-04-10 1:05pm
v8
· 7 months ago
2024-04-10 12:33pm
v7
· 7 months ago
2024-04-09 11:36pm
v6
· 7 months ago
2024-04-09 9:45pm
v5
· 7 months ago
2024-04-09 10:15am
v4
· 7 months ago
2024-04-07 10:05pm
v3
· 7 months ago
2024-04-06 9:28am
v2
· 8 months ago
2024-04-06 5:34am
v1
· 8 months ago
v2
2024-04-06 9:28am
Generated on Apr 6, 2024
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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16042 Total Images
View All Images
Dataset Split
Train Set 85%
13686Images
Valid Set 15%
2356Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 2
Hue: Between -95° and +95°
Brightness: Between -10% and +0%
Noise: Up to 7.11% of pixels
Bounding Box: Brightness: Between 0% and +50%
Bounding Box: Exposure: Between -20% and +20%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 7.03% of pixels