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hard-soft-object-detection/2
Versions
2024-04-26 1:15pm
v11
·
a year ago
2024-04-02 10:54pm
v10
·
a year ago
2024-04-01 8:00pm
v9
·
a year ago
2024-03-30 9:11pm
v8
·
a year ago
2024-03-30 1-57pm
v7
·
a year ago
2024-03-30 10:15am
v6
·
a year ago
2024-03-21 4:12pm
v5
·
a year ago
2024-03-19 9:16pm
v4
·
a year ago
2024-03-19 9:15pm
v3
·
a year ago
2024-03-19 12:57am
v2
·
a year ago
2024-03-08 5:14pm
v1
·
a year ago
v2
2024-03-19 12:57am
Generated on
Mar 18, 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.
Other Formats
Choose another format.
1930 Total Images
View All Images
Dataset Split
Train
Set
85%
1647Images
Valid
Set
9%
169Images
Test
Set
6%
114Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Auto-Adjust Contrast:
Using Adaptive Equalization
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
Rotation:
Between -6° and +6°
Shear:
±8° Horizontal, ±4° Vertical
Saturation:
Between -14% and +14%
Blur:
Up to 0.7px
Noise:
Up to 1.45% of pixels
Bounding Box: Flip:
Horizontal, Vertical
Bounding Box: 90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation:
Between -18° and +18°
Bounding Box: Shear:
±15° Horizontal, ±15° Vertical
Bounding Box: Brightness:
Between -25% and +25%
Bounding Box: Noise:
Up to 0.86% of pixels
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