https://github.com/nikitalpopov/crowdhuman
crowdhuman dataset for darknet
https://github.com/nikitalpopov/crowdhuman
crowd-counting crowdhuman darknet yolo
Last synced: 13 days ago
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crowdhuman dataset for darknet
- Host: GitHub
- URL: https://github.com/nikitalpopov/crowdhuman
- Owner: nikitalpopov
- Created: 2021-01-27T21:29:20.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2021-01-30T18:39:57.000Z (over 4 years ago)
- Last Synced: 2025-03-31T11:41:20.116Z (about 2 months ago)
- Topics: crowd-counting, crowdhuman, darknet, yolo
- Language: Python
- Homepage:
- Size: 15.2 MB
- Stars: 5
- Watchers: 1
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# CrowdHuman for YOLO
[CrowdHuman](http://www.crowdhuman.org/download.html) dataset prepared for [darknet](https://github.com/AlexeyAB/darknet) implementation
Optional annotations were ignored, only visible boxes are used.
All annotations are standartized to ` `, where:
- `` - string class of object from (person or mask)
- ` ` - float values relative to width and height of image, it can be set from 0.0 to 1.0
- for example: ` = / ` or ` = / `
- **attention**: ` ` - is center of rectangle (not top left corner)
## Details
Annotation files are included in `/annotations` folder.
Images are not part of this repo, please download it by yourself and put to matching folders:
`/images_{suffix}`, where `{suffix}` is `test`, `train` or `val`
Algorithm creates `.txt` annotation file for each image (matching ID in each annotation row)
Use `python3 main.py` to run script
### Requirements
Use `pip3 install -r requirements.txt` to install python dependencies