Dataset Versions
Versions
ithink75-25isgood
v15
· 3 years ago
Just2augmentways
v14
· 3 years ago
Added150bg-resize
v13
· 3 years ago
ImprovedAdded7
v12
· 3 years ago
Added7_125
v11
· 3 years ago
Added6_250
v10
· 3 years ago
Added5_300
v9
· 3 years ago
Added4_200
v8
· 3 years ago
Added3_200
v7
· 3 years ago
Added2_200
v6
· 3 years ago
Added1_200
v5
· 3 years ago
Original ver
v4
· 3 years ago
Datasets_1-3-
v3
· 3 years ago
Datasets_1-2-
v2
· 3 years ago
Datasets_1
v1
· 3 years ago
v2
Datasets_1-2-
Generated on Aug 30, 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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282 Total Images
View All Images
Dataset Split
Train Set 87%
246Images
Valid Set 9%
24Images
Test Set 4%
12Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 448x448
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
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
Bounding Box: Noise: Up to 5% of pixels