WasteTide

Edit Project

Waste detector v5

Object Detection

Waste detector v5 Image Dataset

Try Pre-Trained Model
Versions
2023-12-07 10:48am
v2
Dec 7, 2023
2023-12-04 10:36am
v1
Dec 4, 2023
v1

2023-12-04 10:36am

Generated on Dec 4, 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.

13247 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 83%
10940Images
Valid Set 11%
1523Images
Test Set 6%
784Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Rotation: Between -14° and +14°
Bounding Box: Brightness: Between -25% and +0%