simple-food
Aliha ManaemI want to create a food analyser app named "Bite Buddy" in Python using a single app.py file that analyses several foods, including Pakistani foods and fruits, using a live camera and a select image feature also. I want a total of 5 sections... Section 01: The "Dashboard", where the information about the app is available, like the name, tagline, etc., like a professional app. Section 02: "Click your Bite", where the app allows the user to click an image using the live camera and select the image option. The app should also give the "Analyse your food" option after the image is clicked or selected. After clicking the "Analyse Your Food" option, the app should take the user to a separate page where the name of the food, calories, fats, proteins, included vitamins, health score, allergens (if added in the "Your Allergies" section), ingredients used, recipe of the selected food and a tip to make the food taste better are displayed. Section 03: "Boycott Israel", where the user gets to scan a barcode or is given the option to select the barcode from media files...after selecting it, it gives the option to check the product and tells from which country the product is from and gives a warning if the product is from Israel. Section 05: "Your Allergies", where the user gets to add things they are allergic to, and then these allergies are used to display the result in section 02. Section 05: "History", where the user gets to see their last 5 analysed foods. Design the best professional GUI on your own. use animations, icons and several other techniques to make the app look attractive
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Project Tasks18
Implement Theme and Structure
As a developer, I want to implement the theme and structure from the mock-design pages so that all scaffold pages (Home, Login, Signup, Welcome, Dashboard, AI Assistant, Settings) look identical to the provided design pages in terms of layout, typography, spacing, color palette, and component structure. This task is independent of all other tasks and also removes any pages not needed in the final app.
Align Color and Theme
As a user, I want consistent colors, typography, and visual themes across the entire Bite Buddy app so that the experience feels cohesive and professional on every screen. This includes aligning the global color palette, font choices, spacing tokens, and reusable component styles to match the v2 design pages.
Build Food Results Page
As a user, I want a Food Results page so that I can view detailed nutritional information (name, calories, fats, proteins, vitamins, ingredients), a health score, allergen warnings based on my saved allergies, recipe of the food, and a tip to enhance its taste. Implement based on the existing Food Results (v2) JSX design. This page is navigated to from Click Your Bite after analysis. Referenced in flows for: Casual Food Explorer, Conscious Consumer, Health-Conscious User, Regular User (Aliha).
Build History Page
As a user, I want a History page so that I can view a list of my last 5 past food analyses and past barcode scans, and revisit their full results at any time. Implement based on the existing History (v2) JSX design. Referenced in flows for: Casual Food Explorer, Conscious Shopper, Health-Conscious User, Regular User (Aliha).
Build Boycott Israel Page
As a conscious consumer, I want a Boycott Israel page so that I can scan a barcode via camera or upload a barcode image, check the product's country of origin, and view a warning if the product is from Israel. Implement based on the existing Boycott Israel (v2) JSX design. Referenced in flows for: Conscious Consumer, Conscious Shopper, Regular User (Aliha).
Build Your Allergies Page
As a health-conscious user, I want a Your Allergies page so that I can add, view, and manage a list of my personal allergies that will be automatically checked against food analysis results on the Food Results page. Implement based on the existing Your Allergies (v2) JSX design. Referenced in flows for: Health-Conscious User, Regular User (Aliha).
Build Dashboard Page
As a user, I want a fully functional Dashboard page so that I can view the Bite Buddy app name, tagline, and professional app info, and navigate to Boycott Israel, Click Your Bite, Your Allergies, and History features from a single central hub. Implement based on the existing Dashboard (v2) JSX design. The Dashboard is the entry point for all user personas (Casual Food Explorer, Conscious Consumer, Health-Conscious User, Regular User).
Build Click Your Bite Page
As a user, I want a Click Your Bite page so that I can open my live camera or select an image from my device to submit food for AI analysis. The page should include camera capture, image selection, and an 'Analyse Your Food' button that navigates to the Food Results page. Implement based on the existing Click Your Bite (v2) JSX design. Referenced in flows for: Casual Food Explorer, Health-Conscious User, Regular User (Aliha).
Implement Allergies Storage Backend
As a health-conscious user, I want my allergies to be saved and retrieved from a backend storage so that my allergy list persists across sessions using SQLite and can be used to flag allergens in food results.
Implement Barcode Scanning Feature
As a conscious consumer, I want a barcode scanning and upload feature in the backend so that I can scan a barcode via camera or upload a barcode image and have its data extracted for further country-of-origin processing.
Implement Food Analysis AI API
As a user, I want an AI-powered food analysis API endpoint so that when I submit a food image (including Pakistani foods and fruits), the system returns the food name, calories, fats, proteins, vitamins, ingredients, health score, allergens, recipe, and a taste-improvement tip.
Implement History Storage Backend
As a user, I want my past food analyses and barcode scans stored in a backend SQLite database so that I can retrieve and view a full history of the last 5 food items and products I have previously analysed or scanned.
Implement Country Check API
As a conscious consumer, I want a Country Check API so that once a barcode is scanned or uploaded, the system looks up the product's country of origin and returns a warning if the product meets the boycott criteria (e.g., made in Israel).
Integrate History with Frontend
As a user, I want the History page to be fully connected to the History Storage Backend so that all my past food analyses and barcode scans are displayed in real-time and I can tap any entry to revisit its full results.
Implement Food Results Backend API
As a user, I want a backend API that structures and serves food analysis results so that the Food Results page can reliably display nutritional data, health scores, allergen information, recipe, and taste tips returned by the AI.
Integrate Allergies with Food Results
As a health-conscious user, I want my saved allergies to be automatically checked against food analysis results so that the Food Results page highlights any allergens relevant to my personal allergy list stored in the backend.
Integrate Boycott Israel with Frontend
As a conscious consumer, I want the Boycott Israel page to be fully connected to the Country Check API so that scanning or uploading a barcode displays real-time product warnings and country-of-origin information on the frontend.
Integrate AI Analysis with Frontend
As a user, I want the Click Your Bite page to be fully connected to the AI Food Analysis API so that submitting a food image triggers real analysis and navigates me to the populated Food Results page with all nutritional data, health score, allergens, recipe, and tips.
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