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https://github.com/piyoki/yolov3-dataloader-local
https://github.com/piyoki/yolov3-dataloader-local
Last synced: about 1 month ago
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- Host: GitHub
- URL: https://github.com/piyoki/yolov3-dataloader-local
- Owner: piyoki
- Created: 2020-04-16T08:37:49.000Z (over 4 years ago)
- Default Branch: master
- Last Pushed: 2020-04-21T06:35:47.000Z (over 4 years ago)
- Last Synced: 2024-10-14T07:36:07.787Z (3 months ago)
- Language: Jupyter Notebook
- Size: 7.68 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
## YOLOv3 Dataloader on Local Machine
This tool is tailored for those who want to train their custom dataset on a Yolov3 Model on their local machines. You may load any dataset into this tool, it will generate a trained weight in the end of the process. \
\
Notes: You may use this tool on **Google Cloud VM Instances** as well, as long as it is equipped with a **Nvidia GPU**. Ideally using K80, P100 would be good for testing.
### Prerequresites
- This tool contains all the required software dependencies for this project, you do not need to install them from cmd line.
- Unfortunately, this tool only supports **Nvidia GPU**.
### How to use
- Clone this repository to your local machine by typing the command below in your terminal
```
$ git clone https://github.com/yqlbu/yolov3-dataloader-local/
```
- During the training process, you may also monitor the GPU load with gpustat tool
```
$ pip install gpustat
$ gpustat
```
- Follow the instructions step by step in the jupyter notebook, and you will see the results as the demo shown below. **Good luck!**
### Demo
