Raivin Ultra Short Dataset
The Raivin Ultra Short dataset is a 3D dataset created by Au-Zone Technologies to evaluate Fusion models for people awareness at indoor and outdoor scenarios.
Fusion Benchmark (50 epochs)
Fusion BEV Metrics - (480x270) | ONNX
| Model | Kernel Size | Precision | Recall | IoU | F1 |
|---|---|---|---|---|---|
| fusion-ultra-short-480x270 | 1 | 0.757 | 0.739 | 0.597 | 0.748 |
| 3 | 0.851 | 0.831 | 0.725 | 0.841 |
Fusion BEV Metrics - (480x270) | TFLite
| Model | Kernel Size | Precision | Recall | IoU | F1 |
|---|---|---|---|---|---|
| fusion-ultra-short-480x270 | 1 | 0.757 | 0.738 | 0.597 | 0.748 |
| 3 | 0.851 | 0.830 | 0.725 | 0.841 |
Dataset Information
Groups:
- train: 16854 Images
- val: 2133 images
It contains 24,746 images in total and a single class "person".
Ungrouped Images
There are 5759 images in this dataset that are not associated to the train or val groups.
Image Gallery
License
This dataset is licenced by Au-Zone Technologies Inc. under the Creative Commons Attribution-NonCommericial-ShareAlike 4.0 license. You are welcome to use this dataset for non-commercial purposes as long as you also credit Au-Zone Technologies Inc. as the creator. If you adapt and share this dataset, you must also share it under the terms of this license. If you wish to license this dataset with different terms - such as commercially - please contact us.