-
-
Analxact brand logo design
-
Analxact landing page (login/register)
-
Home page
-
Image analysis options (using image classification AI)
-
Compare results of analyses from different times
-
Plan your activities with Schedule
-
Analxact AI Chat (powered by llama)
-
Choose your location for weather updates
-
Weather updates and air quality tracking
-
Offline first application
-
Build in action in VS code
Our Inspiration
Imagine your farm, small workshop, or growing business. This is your livelihood and the heart of your community. You work hard every day, but sometimes problems arise that are hard to see or plan for.
Think about it:
Maybe your neighbor’s farm has healthier soil, while yours appears to weaken. Why is that?
A nearby factory or mining operation might be polluting the river, affecting your crops or even making people sick. How can you find out and what can you do about it?
You use fertilizer to increase food production, but using too much can harm the land and water over time, costing you more in the long run. How can you determine the right amount?
These issues not only harm the environment; they directly impact your finances. They can lower your profits, make your work harder, and even affect your family’s and neighbors' health.
This is why we created Analxact. We believe that valuable information should not just be for large, wealthy companies. It should be for you. We aim to provide a smart, user-friendly tool that helps you understand what is happening on your land and around your business.
Our vision is a future where you can easily make choices that increase your profits and grow your business while keeping your land healthy and your community safe. With Analxact, we help you manage everything—your land, crops, and business—so they can truly thrive.
The Big Problem We're Fixing
The main issue is that obtaining good information about your land and local environment can be too expensive and complicated for most people.
High costs: Hiring experts to study your land or purchasing expensive satellite maps is beyond the budget of most farmers and small businesses.
Difficult to understand: Even if you receive the information, it often contains confusing terms and numbers that don’t clearly indicate what you should do.
Limited internet access: In many areas, particularly rural ones, internet connections can be slow or non-existent. Thus, many smart tools are useless when you're working in the field.
Uncertainty: Without reliable information, you might make decisions that seem sound now but could harm your land or business in the future. This leads to lower profits, added difficulties, and an unhealthy living environment.
Analxact changes this by making smart environmental assistance affordable, easy, and accessible, even without internet access.
How We Made It Work
Building Analxact wasn't simple. We faced several challenges to ensure it effectively helps you:
No Internet? No Problem! Many areas lack reliable internet access. So, we designed Analxact to function without a connection. You can use it anywhere on your farm, and it saves your data until you reconnect.
Works on Any Phone: Not everyone owns the latest, most expensive phone. We made Analxact lightweight and fast, ensuring it runs smoothly on older devices and tablets.
Affordable to Use (No Hidden Costs!): We didn't want you to incur extra charges just to access maps or use our tools. So, we ensured Analxact uses free map services. No hidden fees, ever!
Using Your Photos: We understand that live satellite images can be costly. That's why we built Analxact to work with your own pictures. Whether you use a drone or a camera on a stick or even an old satellite image, our tech will analyze your images.
Easy to Understand: Scientific reports are often complex. We designed Analxact to present information in simple visuals and straightforward messages, so you know precisely what to do.
What Analxact Does for You
Analxact is like having a smart assistant in your pocket. It processes images you provide (like drone shots or old satellite photos) along with other data, turning it into clear advice for your farm or business.
Here's how Analxact assists you:
Understand Your Land from Pictures: You upload an image of your land. Analxact's smart system analyzes it and informs you:
- What's on your land? It can identify water, forests, fields, or buildings.
- Is there a fire risk? It can detect dry areas or dry grass that could ignite easily.
- How healthy is your water? It helps you notice changes in neighboring ponds or rivers.
- It can even offer a simple summary of what’s in your image!
Real-Time Weather & Air Quality: It connects to live weather data, providing:
- Current temperature and humidity.
- Air quality levels (is it clean or polluted?).
- Wind speed and direction.
- Visibility.
Smart Weather Alerts: You’ll receive automatic notifications on your phone for incoming bad weather, such as heavy rain or strong winds, so you're never caught off guard.
Plan Your Tasks: You can set reminders for essential tasks, like checking specific areas of your farm weekly. Analxact can even adjust reminders based on weather conditions!
Compare Your Areas: Want to see how your farm compares this year to last? Or how it stacks up against a neighbor’s? Analxact lets you view side-by-side images and information, helping you spot changes or adopt new ideas.
Ask Our Smart Chat Assistant: Have questions about your land? Our intelligent chat assistant provides insights and simple explanations.
See It Clearly: All information is presented in easy-to-understand visuals and simple charts, avoiding complicated jargon.
Works Offline (No Internet Required!): This is significant! Even in remote areas without a signal, Analxact remains functional. It saves your work and updates once you connect.
Your Location, Your Data: It focuses on providing information tailored to your farm or business’s specific location.
Free Maps for Everyone: We use entirely free maps (like OpenStreetMap) and free satellite images (from Esri World Imagery). This means no extra payments for maps ever.
How We Built It (Our Smart Choices)
We created Analxact with tools that make it fast, user-friendly, and affordable.
Building the "Look": We utilized React and Vite to develop the app you see on your phone or computer. These tools allow for quick loading and smooth use, even on older devices.
The "Brain" of the App: Our special system, built with Python, makes the magic happen. It employs a smart AI called NVIDIA SegFormer-B0. This AI excels at analyzing images you upload, identifying features like water or crops. We chose it because it’s powerful yet doesn’t require expensive hardware to operate, keeping costs low.
No Cost for Maps! Our clever strategy was to avoid pricey map companies. Instead, we rely on free services like OpenStreetMap (for roads and towns) and Esri World Imagery (for clear satellite images). We also use Nominatim for easy location searches. This means zero extra charges for you just to access maps!
Functions Without Internet: We implemented Service Workers to ensure the app operates even offline. It saves essential maps and data on your device for guaranteed access.
What Makes Us Proud
Easy for Anyone to Use: We made considerable efforts to ensure Analxact is easy. We took complex scientific concepts and simplified them into clear visuals and messages that anyone can understand and act upon. This means you can manage your land effectively and easily reduce problems.
Always Works, Anywhere: Ensuring the app works offline was a significant challenge, but we succeeded! This means that Analxact isn’t just a cool idea; it’s a reliable tool you can count on, even in the most isolated areas.
Smart Technology for Everyone: We proved that powerful AI doesn’t have to be expensive. By using accessible, free tools, we've made advanced land analysis available to everyone, helping businesses grow without hefty costs.
What We Learned Along the Way
Building Analxact taught us a lot! We learned to efficiently use clever free AI tools to solve real problems. We also learned to be patient and persistent when tackling tricky technical issues. Most importantly, we discovered that the best solutions are not always the most costly ones. The best solutions are those designed carefully, keeping in mind the genuine needs and daily lives of the users.
How We Know It Works Well
We thoroughly tested Analxact to ensure great performance, even on older devices and with unstable internet connections:
Fast Loading:
What we checked: How quickly the app opens, even with slow or no internet.
Our goal: Open in under 5 seconds on slow internet, and under 2 seconds offline.
What happened: It opened in about 4 seconds with slow internet and only 1.5 seconds offline! It's impressively fast.
Quick Picture Analysis:
What we checked: The speed at which our smart system analyzes uploaded images and provides results.
Our goal: Return results in under half a second for each image segment.
What happened: It averaged about 0.38 seconds! So, you get insights rapidly.
Offline Maps Work:
What we checked: If you can download maps and use them smoothly while offline.
Our goal: Download a useful area in 2 minutes and navigate the map easily offline.
What happened: It performed perfectly, ensuring you always have maps handy in the field.
Smooth Updating:
What we checked: How fast new information (like notes or images) saves to the main system once you reconnect to the internet.
Our goal: Small updates in under 5 seconds, larger ones in under 30 seconds.
What happened: It updated quickly, keeping your data safe and up to date.
These tests confirm that Analxact is a fast, reliable, and powerful tool tailored to your needs.
What's Next for Analxact
Our journey is guided by you, the farmers and businesses we serve. Here’s what’s next for Analxact:
Listening to You: We will continue direct communication with farmers and local businesses. Your feedback will help us enhance Analxact, addressing daily challenges and discovering new ways to boost your profits.
More Safety Features: We aim to introduce methods for detecting harmful gases from factories or farms, adding essential safety measures for workers and nearby residents, reducing risks while ensuring smooth operations.
Even Smarter Analysis: We will keep rolling out smarter features to assist you further, including:
Precise Soil Health Checks: Telling you exactly what your soil needs, allowing efficient fertilizer use and cost savings while increasing yield.
Harvest Prediction: Helping you estimate how much you will harvest, enabling better planning for selling your crops and obtaining the best prices.
Built With
- dexie
- esri
- huggingface
- indexeddb
- javascript
- material-ui
- mongodb
- npm
- opencv
- openstreetmap
- python
- railway
- react-vite
- sqlite
- vercel
Log in or sign up for Devpost to join the conversation.