LEDNet Data

Citation Author(s):
Nehul
Rangappa
Raja Vara Prasad
Y
Shiv Ram
Dubey
Submitted by:
Nehul Rangappa
Last updated:
Wed, 03/03/2021 - 23:21
DOI:
10.21227/tpm7-ez16
Data Format:
*.jpg
License:
Creative Commons Attribution
80 Views
Categories:
Image Processing
Sensors
Keywords:
image processing, Deep Learning, sensors, precision agriculture
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Abstract 

The LEDNet dataset consists of image data of a field area that are captured from a mobile phone camera.

Images in the dataset contain the information of an area where a PCB board is placed, containing 6 LEDs. Each state of the LEDs on the PCB board represents a binary number, with the ON state corresponding to binary 1 and the OFF state corresponding to binary 0. All the LEDs placed in sequence represent a binary sequence or encoding of an analog value.

Dataset consists of image data of an experimental setup collected under different lighting conditions and various heights.

Instructions: 

The dataset has three directories, in which each of the directories contains the images captured under a specific lighting condition. Each of these directories has 3 subdirectories which represent the various heights at which data is collected under a lighting condition.

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