AI solutions for plant disease recognition
Mobile applications are developed that use a smartphone camera and artificial intelligence to detect plant diseases and pests
How does photo-based disease recognition work?
The model is based on a computer vision model trained on thousands of images of plants with various diseases. The user simply takes a photo of the affected leaf or fruit, and the application sends the photo to the server. There, a neural network analyses the image and identifies the disease or pest with a high degree of probability. The system can then provide recommendations on the necessary drugs.
Collecting and marking up the dataset
Thousands of disease photos are collected and categorized
Neural network training and testing
A model for recognition is created and trained
Mobile application development (iOS/Android)
A simple interface for taking photos is created
Backend development
Where the trained model will work
Creating a knowledge base
A reference book of diseases and recommendations is created
Advantages of AI diagnostics
Timely and accurate identification of the disease is paramount for the effective preservation of the crop. It is important to note that farmers may not always have access to a qualified agronomist. An AI-diagnostic app provides a rapid and cost-effective second opinion. This allows for the prompt initiation of treatment, the selection of the most appropriate drug, and the prevention of significant crop losses.
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Fast and affordable diagnostics
Helping the farmer 24/7 -
Increasing the effectiveness of plant protection
Timely detection of the problem -
Reducing crop losses
Correct diagnosis allows you to start treatment on time -
Educational function
The app helps farmers to better understand diseases -
Creation of a unique AgriTech product
High potential for monetization -
Collecting valuable data
Analysis of the spread of diseases in different regions
Our approach
We manage your projects using established agile techniques to ensure collaboration between all parties involved. Our streamlined process results in quicker completion times and the attainment of even the most challenging objectives.
- Web development
- UX/UI Design
- Discovery Phase
- Mobile Development
- AWS and Cloud services consulting
- Test Automation
- Product-to-market launch
Web development
We employ diverse web programming methods for smooth platform operation. Our full web development cycle encompasses different programming languages for optimal technical solution architecture.
We analyze
- Choose your tech stack
- Create solution architecture
UX/UI Design
We create a comprehensive product from start to finish and offer customized web UX/UI design to meet your specifications. We always keep in mind the end-users to enhance their experience.
We analyze
- Fulfilling the client’s request
- Creating UX/UI design
- Improving end-user experience
Discovery Phase
We conduct thorough research on the client's business to identify areas for improvement before beginning any development work. Our planning phase is crucial to ensuring successful outcomes and delivering better results.
We analyze
- We conduct thorough resea
- We strategize
- We aim for an optimized result
Mobile Development
To ensure optimal productivity for your business on web and mobile devices, we offer a comprehensive mobile app development solution. Our services include complete native development for iOS and Android to cater to your client needs.
We analyze
- Create a convenient mobile web version
- iOS and Android platforms
- Full cycle development
AWS and Cloud services consulting
We offer AWS cloud consulting services to ensure the security of your corporate information. Our services will help you connect cloud servers for safe storage and understand the basic needs of cloud storage for your business.
We analyze
- Ensuring the security of your business
- Offering comprehensive consulting on cloud technology
- Providing the appropriate cloud solution
Test Automation
Before launching the project, we rigorously test the product with three types of test automation services: unit tests, E2E tests, and integration tests. This ensures that everything operates smoothly before you launch to the market.
We analyze
- Three test types
- Bug-fixing
- Triple-checking before launch
Product-to-market launch
We are dedicated to making your product a success with innovative ideas and a passion for excellence. Our commitment ensures your success and we meticulously prepare every aspect to launch your product in the market with confidence.
We analyze
- Comprehensive support for launch and beyond
- Market analysis
- Consulting for a successful launch
Case
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Implemented projects