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---
license: cc0-1.0
pretty_name: "LEANDRONE_V1"
tags:
- line follow
- drone
---
## Description
The LEANDRONE_V1 is a collection of 500 labelled images triying to mimic the photo taken by the front camera of a Bitcraze AI deck 1.1 mounted on a Crazyflie 2.1 nanodrone.
The camera model is a Himax HM01B0 monochrome with dimension 320×320.
This dataset is aimed to create a machine learning model for an autonomous line-following drone.
Each image is labelled with 2 points named "from" and "to" that draw a line in the direction forward.
Each image has random variations of camera angles, line path, light placement and furnitures.
## Example of sample
<img src="render/0.png"/>
<img src="render_label/0.png"/>
```json
[
{"from": [181, 267], "to": [166, 188]}
]
```
## Crazyflie nanodrone 2.1 and Bitcraze AI deck 1.1:
<img src="crazyflie_nanodrone_2.1.png" width="300"/>
<img src="bitcraze_aideck1.1.png" width="300"/>
## File structure
```
|
|
|---render
| "Black and white images, named from '0.png' to '499.png'"
|
|
|---render_label
| "Colored images, named from '0.png' to '499.png'.
| It also contains a red and green sphere, allowing us to viualize
| the 2 labels 'from'(red sphere) and 'to'(green sphere)"
|
|
|---labels.json
"json array containing json object with the location of
the points 'from' and 'to'. The position is an array with
2 values, the first is x and the second is y. The unit is a pixel.
x goes from left to right and y goes from top to bottom.
The position of the object in the array correspond to the name of the image"
```
## Author
Made in Blender 4.0.2 by Leandro SARAIVA MAIA
20 March 2024
This work is marked with CC0 1.0 Universal
|