Manty Image Dataset
Versions!
2024-03-09 10:41pm
v7
· 4 months ago
416
2024-03-09 10:07pm
v6
· 4 months ago
416
640x640
Stretch to
2024-03-02 8:18pm
v5
· 4 months ago
289
2024-02-29 9:13pm
v4
· 4 months ago
77
640x640
Stretch to
2024-02-29 8:41pm
v3
· 4 months ago
59
Fast
COCO
2024-02-28 10:13pm
v2
· 4 months ago
41
640x640
Stretch to
2024-02-28 5:00pm
v1
· 4 months ago
41
640x640
Stretch to
v7
2024-03-09 10:41pm
Generated on Mar 9, 2024
Popular Download Formats
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.
416 Total Images
View All Images
Dataset Split
Train Set 89%
372Images
Valid Set 6%
24Images
Test Set 5%
20Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -15° and +15°
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