utils.py

# utils.py

import cv2
import numpy as np

def analyze_frame_sequence(frames):
    # Simulate realistic trajectory with umpire's call zone
    h, w = frames[0].shape[:2]
    trajectory_curve = [(200 + i * 10, 300 - i * 8 + i ** 2 // 5) for i in range(6)]  # parabolic downward curve
    last = trajectory_curve[-1]
    return {
        "pitch": "in line",
        "impact": "in line",
        "trajectory": "umpires call",  # simulate marginal zone
        "shot_offered": True,
        "pitch_point": trajectory_curve[0],
        "impact_point": trajectory_curve[2],
        "trajectory_curve": trajectory_curve,
        "stump_zone": [(last[0] - 20, last[1] - 40), (last[0] + 20, last[1] + 40)],
        "hit_point": last
    }

def make_decision(analysis):
    if analysis['pitch'] == 'outside leg':
        return "NOT OUT", "Pitched outside leg stump."
    if analysis['impact'] == 'outside off' and analysis['shot_offered']:
        return "NOT OUT", "Impact outside off with shot offered."
    if analysis['trajectory'] == 'missing':
        return "NOT OUT", "Ball missing stumps."
    if analysis['trajectory'] == 'umpires call':
        return "UMPIRE’S CALL", "Marginal trajectory impact."
    return "OUT", "Impact in line and ball hitting stumps."

def overlay_text(frame, text, pos, size=1.0, color=(255,255,255)):
    cv2.putText(frame, text, pos, cv2.FONT_HERSHEY_SIMPLEX, size, color, 2, cv2.LINE_AA)

def overlay_annotations_dynamic(frame, analysis, t):
    h, w = frame.shape[:2]
    if t < len(analysis['trajectory_curve']):
        ball_pos = analysis['trajectory_curve'][t]
        cv2.circle(frame, ball_pos, 8, (0, 255, 0) if analysis['trajectory'] == 'hitting' else (0, 140, 255), -1)

    # Draw dashed arc
    for i in range(1, min(t + 1, len(analysis['trajectory_curve']))):
        p1 = analysis['trajectory_curve'][i - 1]
        p2 = analysis['trajectory_curve'][i]
        if i % 2 == 0:
            cv2.line(frame, p1, p2, (0, 255, 0) if analysis['trajectory'] == 'hitting' else (0, 140, 255), 2)

    # Umpire's Call Zone
    x1, y1 = analysis['stump_zone'][0]
    x2, y2 = analysis['stump_zone'][1]
    overlay = frame.copy()
    color = (0, 255, 0) if analysis['trajectory'] == 'hitting' else (0, 140, 255)  # amber for umpire's call
    cv2.rectangle(overlay, (x1, y1), (x2, y2), color, -1)
    frame[:] = cv2.addWeighted(overlay, 0.25, frame, 0.75, 0)
    cv2.rectangle(frame, (x1, y1), (x2, y2), (180, 180, 180), 2)

    shot_icon = "✓" if analysis['shot_offered'] else "✗"
    overlay_text(frame, f"Shot Offered: {shot_icon}", (30, 170), 0.8, (0,255,0) if analysis['shot_offered'] else (0,0,255))
    overlay_text(frame, f"Trajectory: {analysis['trajectory'].capitalize()}", (30, 130), 0.8,
                 (0, 255, 0) if analysis['trajectory'] == 'hitting' else (0, 140, 255))
    overlay_text(frame, "ICC LBW Review • Third-Umpire Analysis", (30, h - 30), 0.6, (180,180,180))

def render_annotated_clip(frames, analysis, decision, reason, output_path):
    h, w = frames[0].shape[:2]
    out = cv2.VideoWriter(output_path, cv2.VideoWriter_fourcc(*'mp4v'), 20.0, (w, h))

    # Verdict card (1s)
    verdict_card = np.zeros_like(frames[0])
    overlay_text(verdict_card, f"FINAL DECISION: {decision}", (50, 200), 2.0, (255,255,255))
    overlay_text(verdict_card, reason, (50, 250), 0.9, (200,200,200))
    for _ in range(20):
        out.write(verdict_card)

    # Dynamic replay with animated ball tracking and umpire's call zone
    for t, f in enumerate(frames):
        annotated = f.copy()
        overlay_annotations_dynamic(annotated, analysis, t)
        out.write(annotated)

    # Slow-motion: emphasize final 3 points
    for pt in analysis['trajectory_curve'][-3:]:
        for _ in range(2):
            f = frames[-1].copy()
            cv2.circle(f, pt, 10, (0,255,0) if analysis['trajectory']=="hitting" else (0,140,255), -1)
            cv2.rectangle(f, analysis['stump_zone'][0], analysis['stump_zone'][1], (180,180,180), 2)
            overlay_text(f, "Trajectory End", (pt[0] + 10, pt[1] - 10), 0.8, (255,255,255))
            overlay_text(f, "ICC LBW Review • Third-Umpire Analysis", (30, h - 30), 0.6, (180,180,180))
            out.write(f)

    for _ in range(10):
        out.write(verdict_card)

    out.release()