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karolmajek committed Nov 2, 2017
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Expand Up @@ -5,8 +5,7 @@ For more information see the [Darknet project website](http://pjreddie.com/darkn

## CUDNN 5,6 support

This code is prepared for CUDNN 5. If you want to use CUDNN 6 - change `cudnnSetConvolution2dDescriptor` to `cudnnSetConvolution2dDescriptor_v4`

This code is prepared for CUDNN 6. If you want to use CUDNN 5 - change `cudnnSetConvolution2dDescriptor_v4` to `cudnnSetConvolution2dDescriptor`

## Results - 4K video

Expand All @@ -16,24 +15,17 @@ Input 4K video: [Download input video](https://goo.gl/kr1bnC)

Camera: Samsung S7

[![8K 4x YOLO (Tiny YOLO, VOC, COCO, YOLO9000) Object Detection #1](http://img.youtube.com/vi/OX3W38rONps/0.jpg)](https://youtu.be/OX3W38rONps?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

**YOLO COCO**

[![4K YOLO COCO Object Detection #1](http://img.youtube.com/vi/yQwfDxBMtXg/0.jpg)](https://youtu.be/yQwfDxBMtXg?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

**YOLO VOC**

[![4K YOLO COCO Object Detection #1](http://img.youtube.com/vi/yCOwvJw_7EI/0.jpg)](https://youtu.be/yCOwvJw_7EI?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)
Watch 8K comparison on Youtube:

[![8K 4x YOLO (Tiny YOLO, VOC, COCO, YOLO9000) Object Detection #1](http://img.youtube.com/vi/OX3W38rONps/0.jpg)](https://youtu.be/OX3W38rONps?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

**Tiny YOLO VOC**
- **YOLO COCO** - [4K YOLO COCO Object Detection #1](https://youtu.be/yQwfDxBMtXg?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

[![4K Tiny YOLO Object Detection #1](http://img.youtube.com/vi/km0kUz6lxig/0.jpg)](https://youtu.be/km0kUz6lxig?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)
- **YOLO VOC** - [4K YOLO COCO Object Detection #1](https://youtu.be/yCOwvJw_7EI?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

**YOLO 9000**
- **Tiny YOLO VOC** -[4K Tiny YOLO Object Detection #1](https://youtu.be/km0kUz6lxig?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

[![4K YOLO9000 Object Detection #1](http://img.youtube.com/vi/BBLitvn5b8E/0.jpg)](https://youtu.be/BBLitvn5b8E?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)
- **YOLO 9000** - [4K YOLO9000 Object Detection #1](https://youtu.be/BBLitvn5b8E?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

-----------------------------------------------

Expand All @@ -43,23 +35,17 @@ Input 4K video: [Download input video](https://goo.gl/aUY47y)

Camera: Samsung S7

**YOLO COCO**

[![4K YOLO COCO Object Detection #2](http://img.youtube.com/vi/EhcpGpFHCrw/0.jpg)](https://youtu.be/EhcpGpFHCrw?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

Watch 8K comparison on Youtube:

**YOLO VOC**
[![8K 4x YOLO (Tiny YOLO, VOC, COCO, YOLO9000) Object Detection #2](http://img.youtube.com/vi/gH5BeOXSw9s/0.jpg)](https://youtu.be/gH5BeOXSw9s?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

[![4K YOLO COCO Object Detection #2](http://img.youtube.com/vi/tgX2wB7rUiA/0.jpg)](https://youtu.be/tgX2wB7rUiA?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)
- **YOLO COCO** - [4K YOLO COCO Object Detection #2](https://youtu.be/EhcpGpFHCrw?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

- **YOLO VOC** - [4K YOLO COCO Object Detection #2](https://youtu.be/tgX2wB7rUiA?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

**Tiny YOLO VOC**
- **Tiny YOLO VOC** - [4K Tiny YOLO Object Detection #2](https://youtu.be/sS_1SCC5UEs?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

[![4K Tiny YOLO Object Detection #2](http://img.youtube.com/vi/sS_1SCC5UEs/0.jpg)](https://youtu.be/sS_1SCC5UEs?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

**YOLO 9000**

[![4K YOLO9000 Object Detection #2](http://img.youtube.com/vi/M8W9z8PIdb0/0.jpg)](https://youtu.be/M8W9z8PIdb0?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)
- **YOLO 9000** - [4K YOLO9000 Object Detection #2](https://youtu.be/M8W9z8PIdb0?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

-----------------------------------------------

Expand All @@ -69,27 +55,40 @@ Input 4K video: [Download input video](https://goo.gl/8ZwfwP)

Camera: Samsung S7

Watch 8K comparison on Youtube:

[![8K 4x YOLO (Tiny YOLO, VOC, COCO, YOLO9000) #3
](http://img.youtube.com/vi/iKJBgNNTxnM/0.jpg)](https://youtu.be/iKJBgNNTxnM?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

- **YOLO COCO** - [4K YOLO COCO Object Detection #3](https://youtu.be/mlH3x6Tq10U?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

**YOLO COCO**
- **YOLO VOC** - [4K YOLO COCO Object Detection #3](https://youtu.be/QjVv7ln1ZJo?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

[![4K YOLO COCO Object Detection #3](http://img.youtube.com/vi/mlH3x6Tq10U/0.jpg)](https://youtu.be/mlH3x6Tq10U?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)
- **Tiny YOLO VOC** - [4K Tiny YOLO Object Detection #3](https://youtu.be/1_REeHeirjY?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

- **YOLO 9000** - [4K YOLO9000 Object Detection #3](https://youtu.be/VmMGa5CVXSw?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

-----------------------------------------------

### Dataset #4

Input 4K video: [Download input video](https://goo.gl/5I1voe)

Camera: Samsung S7

**YOLO VOC**
Watch 8K comparison on Youtube:

[![4K YOLO COCO Object Detection #3](http://img.youtube.com/vi/QjVv7ln1ZJo/0.jpg)](https://youtu.be/QjVv7ln1ZJo?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)
[![8K 4x YOLO (Tiny YOLO, VOC, COCO, YOLO9000) #4
](http://img.youtube.com/vi/uJy-RvxNGSA/0.jpg)](https://youtu.be/uJy-RvxNGSA?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

- **YOLO COCO** - [4K YOLO COCO Object Detection #4](https://youtu.be/94Mi6GQZlCQ?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

**Tiny YOLO VOC**
- **YOLO VOC** - [4K YOLO COCO Object Detection #4](https://youtu.be/LUbIY8GTUYM?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

[![4K Tiny YOLO Object Detection #3](http://img.youtube.com/vi/1_REeHeirjY/0.jpg)](https://youtu.be/1_REeHeirjY?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)
- **Tiny YOLO VOC** - [4K Tiny YOLO Object Detection #4](https://youtu.be/hm5frfzSiIo?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

**YOLO 9000**
- **YOLO 9000** - [4K YOLO9000 Object Detection #4](https://youtu.be/9RJjkYG1e2Y?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

[![4K YOLO9000 Object Detection #3](http://img.youtube.com/vi/VmMGa5CVXSw/0.jpg)](https://youtu.be/VmMGa5CVXSw?list=PLki8NgAAjqCb1NoCqpeZJHDzoy6y1Rx_H)

-----------------------------------------------

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