Dataset Versions
Versions
2023-11-10 2:14pm
v36
· a year ago
2022-08-09 10:30am
v33
· 2 years ago
v28 checkpoint - 3x aug
v32
· 3 years ago
v30 checkpoint - 5x aug
v31
· 3 years ago
v28 checkpoint no aug
v30
· 3 years ago
COCO checkpoint no aug
v28
· 3 years ago
from scratch no aug
v27
· 3 years ago
Grayscale aug only
v25
· 3 years ago
Grayscale test 2
v24
· 3 years ago
grayscale test
v23
· 3 years ago
Mugs v20
v22
· 3 years ago
Mugs v19
v19
· 3 years ago
Mugs v18
v18
· 3 years ago
test
v17
· 3 years ago
Mugs v15
v15
· 3 years ago
Mugs v14
v14
· 3 years ago
Mugs v13
v13
· 3 years ago
Mugs v12
v12
· 3 years ago
Test Mug set
v11
· 3 years ago
Mugs v10
v10
· 3 years ago
Mugs v8 Best
v8
· 3 years ago
Test model
v6
· 3 years ago
Mugs v3
v4
· 3 years ago
Mugs v2
v3
· 3 years ago
Mugs v1
v1
· 3 years ago
v18
Mugs v18
Generated on Sep 27, 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.
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4252 Total Images
View All Images
Dataset Split
Train Set 98%
4150Images
Valid Set 2%
65Images
Test Set 1%
37Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 10
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Hue: Between -40° and +40°
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%
Blur: Up to 4.25px