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add numbers to README
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zhreshold committed Nov 16, 2016
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Expand Up @@ -20,6 +20,20 @@ remarkable traits of MXNet.
![demo2](https://cloud.githubusercontent.com/assets/3307514/19171063/91ec2792-8be0-11e6-983c-773bd6868fa8.png)
![demo3](https://cloud.githubusercontent.com/assets/3307514/19171086/a9346842-8be0-11e6-8011-c17716b22ad3.png)

### mAP
| Model | Training data | Test data | mAP |
|:-----------------:|:----------------:|:---------:|:----:|
| VGG16_reduced 300x300 | VOC07+12 trainval| VOC07 test| 71.57|

### Speed
| Model | GPU | CUDNN | Batch-size | FPS* |
|:---------------------:|:----------------:|:-----:|:----------:|:----:|
| VGG16_reduced 300x300 | TITAN X(Maxwell) | v5.1 | 16 | 95 |
| VGG16_reduced 300x300 | TITAN X(Maxwell) | v5.1 | 8 | 95 |
| VGG16_reduced 300x300 | TITAN X(Maxwell) | v5.1 | 1 | 64 |
| VGG16_reduced 300x300 | TITAN X(Maxwell) | N/A | 8 | 36 |
| VGG16_reduced 300x300 | TITAN X(Maxwell) | N/A | 1 | 28 |
- *Forward time only, data loading and drawing excluded.*

### Getting started
* You will need python modules: `easydict`, `cv2`, `matplotlib` and `numpy`.
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