CalCounter

CalCounter is an AI-powered calorie tracking and nutrition management application designed to simplify food logging and weight management through visual recognition and conversational interfaces. The core function revolves around a photo-based calorie identification system: users can take or upload a picture of any meal or snack, and the AI analyzes the image to estimate the calorie content, macronutrient breakdown, and other nutritional data. This eliminates the need for manual data entry, reducing user error and saving time. The application also features a built-in chat interface where users can interact with the AI to ask for personalized recipe suggestions, dietary advice, and weight loss strategies. For example, a user can snap a photo of a salad, receive an instant calorie estimate, and then ask the chatbot for low-calorie dressing alternatives or meal ideas that fit their daily goals. Additionally, CalCounter provides a calorie calculator tool that allows users to manually input food items or search a database for precise nutritional information. The system supports weight loss planning by enabling users to set daily calorie targets and track their progress over time. It also includes a "Calorie Chart" feature that visualizes intake patterns, helping users identify trends and adjust their eating habits. Nutritional analysis goes beyond calories to include protein, fat, carbohydrates, fiber, and micronutrients, offering a comprehensive view of each meal. Dietary advice is context-aware—for instance, if a user's logged meals show high sodium, the AI might suggest lower-sodium alternatives. The weight loss assistant function provides step-by-step guidance, such as recommending portion control techniques or timing of meals. Users can also upload food files (e.g., scr