https://github.com/adithya-s-k/agribot
An automated bot for crop recommendation and plant growth optimization using sensors and machine learning algorithms
Science Score: 13.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
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○.zenodo.json file
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○DOI references
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○Academic publication links
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○Committers with academic emails
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○Scientific vocabulary similarity
Low similarity (7.7%) to scientific vocabulary
Keywords
Repository
An automated bot for crop recommendation and plant growth optimization using sensors and machine learning algorithms
Basic Info
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Topics
Metadata Files
README.md
Agraid
https://user-images.githubusercontent.com/27956426/215541747-e6e57bdf-8f98-4b57-b47f-dbb3adbccb35.mp4
Built during Hackstack 1.0
Problem Statement
- Lack of Efficient and Automated Solutions for Crop Recommendation and Plant Growth Optimization
- According to a study in 2018, the agricultural sector employed about 50% of the workforce yet only contributed to 17-18% of India’s overall GDP. Soil testing can be a tedious task, inaccurate manual analysis could lead to loss of crops and low productivity infertility of soil.
Solution
The Agriculture Bot is an innovative device designed to optimize plant growth and recommend suitable crops for a particular field. It uses sensors and machine learning algorithms to collect data on the physical conditions of the soil, temperature, humidity, and other parameters to determine the best suitable crop for the field.
To determine the soil characteristics we require the use of a robot crane with sensors such as NPK, temperature, humidity, tilt and moisture. The measured data is run through machine learning model and a report is produced which determines the best crop to grow in the given soil
Features
- Arduino microcontroller for interfacing with the sensors
- RPi for data processing and Wi-Fi connectivity
- Strong belt drive chassis for rough terrains
- Portable and easy to deploy
- Advanced sensors and machine learning algorithms for accurate crop recommendation
- Real-time data collection and analysis
Benefits
- Efficient and automated crop recommendation and plant growth optimization
- Real-time data collection and analysis
- Suitable for small and large-scale farmers
- Increases yield and profitability
Contributors
Owner
- Name: Adithya S K
- Login: adithya-s-k
- Kind: user
- Location: Indian
- Company: Cognitivelab
- Website: https://adithyask.com/
- Twitter: adithya_s_k
- Repositories: 60
- Profile: https://github.com/adithya-s-k
Exploring Generative AI • Google DSC Lead'23 • Cloud & Full Stack Engineer • Drones & IoT • FOSS Contributor
GitHub Events
Total
Last Year
Committers
Last synced: 7 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Adithya S K | a****i@g****m | 17 |
| Anushkaghei | 7****i | 4 |
Issues and Pull Requests
Last synced: 7 months ago
All Time
- Total issues: 0
- Total pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Total issue authors: 0
- Total pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0