insan Image Dataset
Versions!
2024-03-22 1:41pm
v7
· 3 months ago
256
2024-03-21 3:01am
v6
· 3 months ago
49
Fast
COCOn
2024-03-01 8:04am
v5
· 4 months ago
24
640x640
Stretch to
2024-03-01 8:01am
v4
· 4 months ago
10
640x640
Stretch to
2024-03-01 8:00am
v3
· 4 months ago
10
640x640
Stretch to
2024-03-01 8:00am
v2
· 4 months ago
10
640x640
Stretch to
2024-03-01 7:59am
v1
· 4 months ago
10
640x640
Stretch to
v7
2024-03-22 1:41pm
Generated on Mar 22, 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.
256 Total Images
View All Images
Dataset Split
Train Set 84%
216Images
Valid Set 9%
24Images
Test Set 6%
16Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Dynamic Crop: Class: domuz
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Saturation: Between -31% and +31%
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: Blur: Up to 2.5px
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