InterIIT Humanoid

Edit Project

Plugs

Object Detection

Plugs Image Dataset

Try Pre-Trained Model
Versions
2023-01-28 4:25am
v16
Jan 27, 2023
2023-01-28 4:00am
v15
Jan 27, 2023
2023-01-28 2:31am
v14
Jan 27, 2023
2023-01-28 2:14am
v13
Jan 27, 2023
2023-01-28 1:51am
v12
Jan 27, 2023
2023-01-28 1:30am
v11
Jan 27, 2023
2023-01-26 5:53am
v10
Jan 26, 2023
2023-01-25 8:53pm
v9
Jan 25, 2023
2023-01-24 11:35pm
v8
Jan 24, 2023
2023-01-24 4:44pm
v7
Jan 24, 2023
2023-01-24 4:34pm
v6
Jan 24, 2023
2023-01-24 4:09pm
v5
Jan 24, 2023
Test
v4
Jan 24, 2023
v13

2023-01-28 2:14am

Generated on Jan 27, 2023
Download Dataset

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.

126 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 90%
114Images
Valid Set 2%
3Images
Test Set 7%
9Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Filter Null: Require at least 8% of images to contain annotations.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 1% Maximum Zoom
Rotation: Between -23° and +23°
Hue: Between -26° and +26°
Saturation: Between -28% and +28%
Brightness: Between -31% and +31%
Blur: Up to 2px
Noise: Up to 3% of pixels
Cutout: 4 boxes with 28% size each
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -13° and +13°