Muflihul Hakim Bachtiyar

Edit Project

Image-detection

Object Detection

Image-detection Image Dataset

Versions
2023-04-11 9:30am
v13
Apr 11, 2023
2023-04-11 9:19am
v12
Apr 11, 2023
2023-04-11 9:12am
v11
Apr 11, 2023
2023-04-11 8:52am
v10
Apr 11, 2023
2023-04-06 8:28am
v9
Apr 6, 2023
2023-04-06 8:17am
v8
Apr 6, 2023
2023-04-05 4:03pm
v7
Apr 5, 2023
2023-02-05 11:05am
v6
Feb 5, 2023
2023-02-01 11:46am
v5
Feb 1, 2023
2023-02-01 11:42am
v4
Feb 1, 2023
2023-01-30 1:23pm
v3
Jan 30, 2023
2023-01-25 2:56pm
v2
Jan 25, 2023
2023-01-25 1:24pm
v1
Jan 25, 2023
v9

2023-04-06 8:28am

Generated on Apr 6, 2023
Download Dataset

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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.

804 Total Images

View All Images
Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image

Dataset Split

Train Set 91%
729Images
Valid Set 6%
49Images
Test Set 3%
26Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-78% Horizontal Region, 25-78% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 40% of images
Exposure: Between -16% and +16%
Bounding Box: Flip: Horizontal
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 11% of pixels