# CNN-models

**Repository Path**: linlut/CNN-models

## Basic Information

- **Project Name**: CNN-models
- **Description**: YOLO-v2, ResNet-32, GoogLeNet-lite
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-02-22
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# CNN-models


## [YOLO-v2](/yolo-v2)

YOLO v2 model for objects detection from image, video and live stream from webcam. <br />
Python 3. Keras. <br />
Papers: <br />
    https://arxiv.org/pdf/1506.02640.pdf <br />
    https://arxiv.org/pdf/1612.08242.pdf <br />
Website: <br />
    https://pjreddie.com/darknet/yolo/ <br />
Some results: <br />
![](/yolo-v2/gifs/gif_1.gif) <br />
![](/yolo-v2/gifs/gif_2.gif) <br />
![](/yolo-v2/gifs/gif_3.gif) <br />


## [ResNet-32](/resnet-32)

ResNet-32 model for CIFAR-10 image recognition. <br />
Keras. Python 3. <br />
Paper: https://arxiv.org/pdf/1512.03385.pdf <br />
Some results: <br />
![](/resnet-32/ResNet-32_epochs_300_small.png) <br />


## [GoogLeNet-lite](/googlenet-lite)
GoogLeNet-lite (Inception_v1) model for CIFAR-10 image recognition. <br />
Keras. Python 3. <br />
Paper: https://arxiv.org/pdf/1409.4842.pdf <br />
Some results: <br />
![](/googlenet-lite/GoogLeNet_epochs_300_small.png) <br />