Releases: SurajSanap/Cultivision
Releases · SurajSanap/Cultivision
CultiVision V1.0
A data science-powered precision agriculture platform designed to assist farmers with essential decision-making tools. This version focuses on delivering core functionalities to improve agricultural productivity.
Key Functionalities:
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Crop Selection:
- Recommends suitable crops based on soil characteristics using ML algorithms like Random Forest and SVM.
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Fertilizer Optimization:
- Provides nutrient-specific fertilizer suggestions by analyzing soil NPK values and matching them to crop requirements.
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Pest Identification:
- Identifies pests using a CNN-based deep learning model and recommends appropriate pesticides.
Technology Stack:
- Programming Language: Python
- Framework: Flask
- Machine Learning: scikit-learn (Random Forest, SVM)
- Deep Learning: TensorFlow (CNNs)
This version lays the foundation for more advanced features in future iterations.
Full Changelog: https://github.com/SurajSanap/Cultivision/commits/v1.0