# Vehicle-Detection

**Repository Path**: lpf20200714/Vehicle-Detection

## Basic Information

- **Project Name**: Vehicle-Detection
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-09-13
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Vehicle Detection 

## Compare different model by using same dataset

1. [MobileNet-YOLO](https://github.com/eric612/MobileNet-YOLO)

2. [YoloV3](https://pjreddie.com/darknet/yolo/)

3. [FasterRCNN](https://github.com/intel/caffe)

4. [MobileNet(V2) SSD](https://github.com/eric612/MobileNet-SSD-windows)

### New !! Detection and Segementation

Dectection and Segementation in one stage end-to-end [models](http://ethereon.github.io/netscope/#/gist/4e0f9e4840f0cced223ee60c31772b68)

[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/rHMW8gkbe6s/0.jpg)](https://www.youtube.com/watch?v=rHMW8gkbe6s)

[Training project](https://github.com/eric612/MobileNet-YOLO/edit/detection_with_segmentation/README.md)

### MobileNet-YOLO Result

[Run on linux](https://github.com/eric612/MobileNet-YOLO)

[Run on windows](https://github.com/eric612/Caffe-YOLOv2-Windows)

[Models and Weights](/MobileNet-YOLO)

[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/moW84z9zKOg/0.jpg)](https://www.youtube.com/watch?v=moW84z9zKOg)

### YOLOv3 Tiny Result

[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/rA5nHltRGRE/0.jpg)](https://www.youtube.com/watch?v=rA5nHltRGRE)

[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/KSsnJuSrWMw/0.jpg)](https://www.youtube.com/watch?v=KSsnJuSrWMw)

### YOLOv3 Tiny Model 

[weights](/YOLO/yolov3-tiny_final.weights)

[model](/YOLO/yolov3-tiny.cfg)

### YOLOv3-416x416-full Result

[![YOLOv3-full](https://img.youtube.com/vi/YYz58loXJU0/0.jpg)](https://www.youtube.com/watch?v=YYz58loXJU0)

### YOLOv3-416x416-full Model

[weights](https://drive.google.com/open?id=1BIBiZmTQOuqV2yQ1S67FSMCzRTmzThon)

[model](/YOLO/yolov3.cfg)

### MobileNetSSD Model

[weights](https://drive.google.com/open?id=1LbLSTPFSlHML5qAUYN-kt1bw2HxvvNWS)

[model](https://drive.google.com/open?id=1KOE5r-71FFWU0LZbpo9HMEUwM_RE1LHR)

### MobileNetSSD_V2 Model

[weights](https://drive.google.com/open?id=1v5X4tCaMFa59cfS4Ksr1J-Fl40vKlfpl)

[model](https://github.com/eric612/MobileNet-SSD-windows/blob/master/models/MobileNetV2/deploy.prototxt)

### MobileNetSSD Result 

[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/jn6SOzT_wPA/0.jpg)](https://www.youtube.com/watch?v=jn6SOzT_wPA)

### MobileNetSSD_V2 Result 

[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/oc3tXxOoSH4/0.jpg)](https://www.youtube.com/watch?v=oc3tXxOoSH4)

[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/dsdeU8B0CJE/0.jpg)](https://www.youtube.com/watch?v=dsdeU8B0CJE)

### FasterRCNN Model

[VGG16](https://drive.google.com/open?id=1NQ9F74FTZnXM-hyuwYAoDBOYBjDSf5bp)

[VGG19](https://drive.google.com/open?id=1FiSktKooiABZJB5UIun9tAmD5aTEAHxn)

### FasterRCNN Result 

####VGG19

[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/NhID_pNwgac/0.jpg)](https://www.youtube.com/watch?v=NhID_pNwgac)

[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/AjnaTelt0KM/0.jpg)](https://www.youtube.com/watch?v=AjnaTelt0KM)

[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/vxk77dicGAQ/0.jpg)](https://www.youtube.com/watch?v=vxk77dicGAQ)

####VGG16

[![IMAGE ALT TEXT HERE](https://img.youtube.com/vi/xjIB9t1tLOg/0.jpg)](https://www.youtube.com/watch?v=xjIB9t1tLOg)



### Source Video

[street](https://drive.google.com/open?id=1Wkk_n_yXz0C8nuwPK_1B8bJVJf7vzWeB)

[tunnel](https://drive.google.com/open?id=1TDdBmZDtm_02WCLM3ENvnNnm6jUmeJFu)

[rear view](https://drive.google.com/open?id=1pJQ4F1jqUHywI9bw0r2f3R-xyJOghujm)

[night 1](https://drive.google.com/open?id=1r2QyxgAy_dt_30rWZXcHG5TE0zltXdkY)

[night 2](https://drive.google.com/open?id=11NKTl15IPMdowTZnVVW8_HAYSdpTeJU-)