Spaces:
Sleeping
Sleeping
| import gradio as gr | |
| import pandas as pd | |
| import os | |
| import cv2 | |
| import mediapipe as mp | |
| from datetime import datetime, timedelta | |
| import random | |
| import firebase_admin | |
| from firebase_admin import credentials, firestore | |
| # Firebase Initialization | |
| if not firebase_admin._apps: | |
| try: | |
| cred = credentials.Certificate("active-kids-hub-firebase-adminsdk-n54dr-c3507e5704.json") # Replace with your Firebase credentials JSON file | |
| firebase_admin.initialize_app(cred) | |
| db = firestore.client() | |
| print("Firebase initialized successfully!") | |
| except Exception as e: | |
| print(f"Error initializing Firebase: {e}") | |
| raise e # Reraise to stop further execution if Firebase setup fails | |
| # MediaPipe Pose Detection Setup | |
| mp_pose = mp.solutions.pose | |
| pose = mp_pose.Pose(static_image_mode=False, model_complexity=1, enable_segmentation=True) | |
| mp_drawing = mp.solutions.drawing_utils | |
| def analyze_pose(proof_file, task): | |
| """Analyze uploaded image/video to detect pose and validate the task.""" | |
| try: | |
| if proof_file.name.endswith(('.jpg', '.jpeg', '.png')): # Image proof | |
| image = cv2.imread(proof_file.name) | |
| if image is None: | |
| return "Invalid image file. Please retry." | |
| image_rgb = cv2.cvtColor(image, cv2.COLOR_BGR2RGB) | |
| results = pose.process(image_rgb) | |
| if results.pose_landmarks: | |
| return f"Pose detected successfully for '{task}'! Proof is valid." | |
| else: | |
| return f"No pose detected in the uploaded image for '{task}'. Please retry." | |
| elif proof_file.name.endswith(('.mp4', '.avi', '.mov')): # Video proof | |
| cap = cv2.VideoCapture(proof_file.name) | |
| pose_detected = False | |
| while cap.isOpened(): | |
| ret, frame = cap.read() | |
| if not ret: | |
| break | |
| image_rgb = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB) | |
| results = pose.process(image_rgb) | |
| if results.pose_landmarks: | |
| pose_detected = True | |
| break | |
| cap.release() | |
| return ( | |
| f"Pose detected successfully in video for '{task}'! Proof is valid." | |
| if pose_detected | |
| else f"No pose detected in video for '{task}'. Please retry." | |
| ) | |
| else: | |
| return "Invalid file format. Please upload an image or video." | |
| except Exception as e: | |
| print(f"Error in analyze_pose: {e}") | |
| return f"Error analyzing the file: {e}" | |
| def submit_proof(username, task, proof): | |
| """Submit proof of task completion and validate using pose analysis.""" | |
| try: | |
| if not proof: | |
| return "Please upload a valid proof file (Image/Video)." | |
| # Validate if the task exists for the username in Firebase | |
| user_doc = db.collection("users").document(username.lower()).get() | |
| if not user_doc.exists: | |
| return f"User '{username}' not found. Please check the username." | |
| user_data = user_doc.to_dict() | |
| user_tasks = user_data.get("tasks", []) | |
| task_names = [t["task"] for t in user_tasks] | |
| if task not in task_names: | |
| return f"Task '{task}' not found for the user '{username}'. Please check the task name." | |
| # Check if proof has already been uploaded for the task | |
| for t in user_tasks: | |
| if t["task"] == task and t.get("proof_uploaded"): | |
| return f"Proof already uploaded for task '{task}'. Please upload a new proof if necessary." | |
| # Analyze the proof file | |
| analysis_result = analyze_pose(proof, task) | |
| if "successfully" not in analysis_result: | |
| return analysis_result | |
| # Log proof submission in Firebase (without assigning reward) | |
| try: | |
| timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S") | |
| # Update the task status to 'completed' but do not assign a reward here | |
| for t in user_tasks: | |
| if t["task"] == task: | |
| t["status"] = "completed" | |
| t["timestamp"] = timestamp | |
| t["proof_uploaded"] = True # Mark that proof has been uploaded | |
| # Save updated task status in Firebase | |
| db.collection("users").document(username.lower()).set({"tasks": user_tasks}, merge=True) | |
| print(f"Proof for task '{task}' submitted successfully for {username}!") | |
| return f"Task '{task}' completed successfully! Please assign a reward in the 'Progress and Rewards Tracker' tab." | |
| except Exception as e: | |
| print(f"Error logging proof submission in Firebase: {e}") | |
| return f"Error submitting proof to Firebase: {e}" | |
| except Exception as e: | |
| print(f"Error submitting proof: {e}") | |
| return f"Error: {e}" | |
| def generate_fitness_tasks(username, age, fitness_level): | |
| """Generate a single fitness task based on user's age and fitness level.""" | |
| try: | |
| age = int(age) # Convert age to integer | |
| if not (7 <= age <= 14): | |
| return "Age must be between 7 and 14.", "" # Early return on invalid age | |
| if fitness_level not in ["beginner", "intermediate", "advanced"]: | |
| return "Please select a valid fitness level.", "" # Early return on invalid fitness level | |
| # Task definitions based on age and fitness level | |
| tasks = { | |
| (7, 10): { | |
| "beginner": {"task": "Jumping Jacks", "details": "10 reps"}, | |
| "intermediate": {"task": "Push-ups", "details": "10 reps"}, | |
| "advanced": {"task": "Squats", "details": "10 reps"}, | |
| }, | |
| (11, 12): { | |
| "beginner": {"task": "Jumping Jacks", "details": "15 reps"}, | |
| "intermediate": {"task": "Push-ups", "details": "15 reps"}, | |
| "advanced": {"task": "Squats", "details": "15 reps"}, | |
| }, | |
| (13, 14): { | |
| "beginner": {"task": "Jumping Jacks", "details": "20 reps"}, | |
| "intermediate": {"task": "Push-ups", "details": "20 reps"}, | |
| "advanced": {"task": "Squats", "details": "20 reps"}, | |
| } | |
| } | |
| # Determine the task set based on age and fitness level | |
| for age_range, level_tasks in tasks.items(): | |
| if age_range[0] <= age <= age_range[1]: | |
| selected_task = level_tasks[fitness_level] | |
| break | |
| else: | |
| return "Invalid age range. Tasks not available.", "" | |
| # Save the task in Firebase for the user | |
| user_doc = db.collection("users").document(username.lower()).get() | |
| if not user_doc.exists: | |
| return f"User '{username}' not found. Please sign up first.", "" | |
| task_list = [{"task": selected_task["task"], "details": selected_task["details"], "status": "pending", "proof_uploaded": False}] | |
| db.collection("users").document(username.lower()).set({"tasks": task_list}, merge=True) | |
| # Return task and a message | |
| task_display = f"{selected_task['task']} - {selected_task['details']}" | |
| return f"Task generated successfully for {username}.", task_display | |
| except Exception as e: | |
| print(f"Error in generate_fitness_tasks: {e}") | |
| return f"Error generating tasks: {e}", "" | |
| def view_activity_log(username): | |
| """Retrieve and display user's activity log from Firebase.""" | |
| try: | |
| # Fetch user data from Firebase | |
| user_doc = db.collection("users").document(username.lower()).get() | |
| if not user_doc.exists: | |
| return f"User '{username}' not found." | |
| user_data = user_doc.to_dict() | |
| user_tasks = user_data.get("tasks", []) | |
| # Convert task data into a pandas DataFrame for display | |
| tasks_data = [ | |
| { | |
| "Task": task["task"], | |
| "Details": task["details"], | |
| "Status": task["status"], | |
| "Timestamp": task.get("timestamp", "Not available"), | |
| "Proof Uploaded": task.get("proof_uploaded", False), | |
| "Reward": task.get("reward", "Not assigned") | |
| } | |
| for task in user_tasks | |
| ] | |
| df = pd.DataFrame(tasks_data) | |
| return df | |
| except Exception as e: | |
| print(f"Error fetching activity log: {e}") | |
| return f"Error fetching activity log: {e}" | |
| def assign_reward(username, task, reward): | |
| """Assign reward to a task for a specific user.""" | |
| try: | |
| # Fetch user data from Firebase | |
| user_doc = db.collection("users").document(username.lower()).get() | |
| if not user_doc.exists: | |
| return f"User '{username}' not found." | |
| user_data = user_doc.to_dict() | |
| user_tasks = user_data.get("tasks", []) | |
| # Check if the task exists and is completed | |
| for t in user_tasks: | |
| if t["task"] == task and t.get("status") == "completed": | |
| t["reward"] = reward # Assign the reward | |
| db.collection("users").document(username.lower()).set({"tasks": user_tasks}, merge=True) | |
| return f"Reward '{reward}' assigned to task '{task}' for user '{username}'." | |
| return f"Task '{task}' not completed or not found for user '{username}'." | |
| except Exception as e: | |
| print(f"Error assigning reward: {e}") | |
| return f"Error assigning reward: {e}" | |
| def create_app(): | |
| with gr.Blocks() as app: | |
| gr.Markdown("## Fitness Challenge App with Firebase Integration") | |
| # Sign Up / Login | |
| with gr.Tab("Sign Up / Login"): | |
| username_input = gr.Textbox(label="Enter Username") | |
| password_input = gr.Textbox(label="Enter Password", type="password") # Password field | |
| sign_up_login_btn = gr.Button("Sign Up / Login") | |
| sign_up_login_status = gr.Textbox(label="Status") | |
| def handle_sign_up_login(username, password): | |
| try: | |
| user_doc = db.collection("users").document(username.lower()).get() | |
| if user_doc.exists: | |
| stored_password = user_doc.get("password") | |
| if stored_password == password: | |
| return f"Welcome back, {username}!", None # If password matches, login success | |
| else: | |
| return "Incorrect password. Please try again.", None | |
| else: | |
| # If user does not exist, sign up | |
| db.collection("users").document(username.lower()).set({"username": username.lower(), "password": password}, merge=True) | |
| return f"Sign-up successful! Welcome, {username}!", None | |
| except Exception as e: | |
| return f"Error: {e}", None | |
| sign_up_login_btn.click(handle_sign_up_login, [username_input, password_input], sign_up_login_status) | |
| # Generate Tasks | |
| with gr.Tab("Generate Tasks"): | |
| username_gen = gr.Textbox(label="Enter Username") | |
| age = gr.Textbox(label="Enter Age (7-14)", placeholder="E.g., 10") | |
| fitness_level = gr.Radio(["beginner", "intermediate", "advanced"], label="Fitness Level") | |
| generate_btn = gr.Button("Generate Tasks") | |
| task_output = gr.Textbox(label="Task Status") | |
| task_display = gr.Textbox(label="Generated Task", interactive=False) | |
| generate_btn.click(generate_fitness_tasks, [username_gen, age, fitness_level], [task_output, task_display]) | |
| # Submit Proof | |
| with gr.Tab("Submit Proof"): | |
| username_proof = gr.Textbox(label="Enter Username") | |
| task_name = gr.Textbox(label="Enter Task Name") | |
| proof_upload = gr.File(label="Upload Proof (Image/Video)") | |
| submit_btn = gr.Button("Submit Proof") | |
| submission_status = gr.Textbox(label="Submission Status") | |
| submit_btn.click(submit_proof, [username_proof, task_name, proof_upload], submission_status) | |
| # Progress and Rewards Tracker | |
| with gr.Tab("Progress and Rewards Tracker"): | |
| username_log = gr.Textbox(label="Enter Username") | |
| log_output = gr.DataFrame(label="Progress and Rewards") | |
| log_btn = gr.Button("View Tracker") | |
| reward_selector = gr.Radio(["Toy", "Little Buck", "Chocolate"], label="Select Reward") | |
| task_to_reward = gr.Textbox(label="Task Name to Assign Reward") | |
| assign_btn = gr.Button("Assign Reward") | |
| reward_status = gr.Textbox(label="Reward Assignment Status") | |
| log_btn.click(view_activity_log, [username_log], log_output) | |
| assign_btn.click(assign_reward, [username_log, task_to_reward, reward_selector], reward_status) | |
| return app | |
| app = create_app() | |
| app.launch() | |