app.py

import gradio as gr
from ultralytics import YOLO
from PIL import Image, ImageDraw, ImageFont
import numpy as np


model = YOLO("model.pt")

from PIL import Image, ImageDraw, ImageFont
import numpy as np

def predict(img, target_class, dot_color, text_color_choice, dot_size, font_size):
    path = img.split("\\")[-1].split(".")[0]
    print("path", path)

    results = model.predict(source=img, save=False, show_labels=False, show_conf=False)

    if not isinstance(results, (list, tuple)):
        results = [results]

    # 顏色設定
    if dot_color == "紅色":
        dot_rgb = (255, 0, 0)
    else:
        dot_rgb = (57, 255, 20)  # 螢光綠

    if text_color_choice == "黑色":
        text_rgb = (0, 0, 0)
    else:
        text_rgb = (255, 255, 255)

    # 大小設定
    try:
        r = int(dot_size)
    except:
        r = 10
    if r < 2: r = 2

    try:
        fsize = int(font_size)
    except:
        fsize = 36
    if fsize < 8: fsize = 8

    count = 0
    annot_img = None
    annot_img_numbered = None

    # 轉換成 YOLO 類別索引
    if target_class == "膠囊":
        class_idx = 0
    else:
        class_idx = 1

    for i in results:
        # 過濾出該類別的框
        selected_boxes = []
        if hasattr(i.boxes, "cls"):
            for b, c in zip(i.boxes.xyxy, i.boxes.cls):
                if int(c) == class_idx:
                    selected_boxes.append(b)

        count = len(selected_boxes)
        img_pil = Image.fromarray(i.orig_img[..., ::-1])
        img_pil_numbered = img_pil.copy()

        draw = ImageDraw.Draw(img_pil)
        draw_num = ImageDraw.Draw(img_pil_numbered)

        try:
            font = ImageFont.truetype("DejaVuSans.ttf", fsize)
        except:
            try:
                font = ImageFont.truetype("arial.ttf", fsize)
            except:
                font = ImageFont.load_default()

        for idx, box in enumerate(selected_boxes, start=1):
            x1, y1, x2, y2 = box[:4].tolist()
            cx, cy = (x1 + x2) / 2, (y1 + y2) / 2

            # 第一張：只有圓點
            draw.ellipse((cx - r, cy - r, cx + r, cy + r), fill=dot_rgb, outline=None)

            # 第二張：圓點 + 編號
            draw_num.ellipse((cx - r, cy - r, cx + r, cy + r), fill=dot_rgb, outline=None)

            # 最後一顆改紅字
            num_color = (255, 0, 0) if idx == count else text_rgb
            draw_num.text((cx + r + 4, cy - r), str(idx), fill=num_color, font=font)

        annot_img = np.array(img_pil)
        annot_img_numbered = np.array(img_pil_numbered)

    return str(count), annot_img, annot_img_numbered


# 自定義 CSS 樣式（背景改為白色、簡潔風格）
custom_css = """
.gradio-container {
    background: #ffffff;
    font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
}

/* 主標題 */
.main-header {
    text-align: center;
    color: #333333;
    font-size: 2.2em;
    font-weight: bold;
    margin-bottom: 5px;
}

/* 副標題 */
.sub-header {
    text-align: center;
    color: #555555;
    font-size: 1.1em;
    margin-bottom: 20px;
    font-weight: 300;
}

/* 卡片容器 */
.card-container {
    background: #f9f9f9;
    border-radius: 12px;
    padding: 20px;
    box-shadow: 0 4px 12px rgba(0,0,0,0.05);
    margin: 15px;
}

/* 輸入區 */
.input-section {
    background: #ffffff;
    border-radius: 10px;
    padding: 20px;
    margin-bottom: 15px;
    border: 1px solid #e0e0e0;
}

/* 輸出區 */
.output-section {
    background: #ffffff;
    border-radius: 10px;
    padding: 20px;
    border: 1px solid #e0e0e0;
}

/* 按鈕 */
.predict-btn {
    background: #4285f4 !important;
    border: none !important;
    border-radius: 20px !important;
    padding: 12px 32px !important;
    color: white !important;
    font-size: 16px !important;
    font-weight: 600 !important;
    transition: background 0.2s ease !important;
    cursor: pointer !important;
}

.predict-btn:hover {
    background: #3367d6 !important;
}

/* 圖片上傳 */
.image-upload {
    border: 2px dashed #cccccc !important;
    border-radius: 10px !important;
    background: #fcfcfc !important;
    padding: 15px !important;
}

.image-upload:hover {
    border-color: #bbbbbb !important;
    background: #f5f5f5 !important;
}

/* 數量文字 */
.count-output {
    font-size: 22px !important;
    font-weight: 600 !important;
    color: #222222 !important;
    text-align: center !important;
    background: #ffffff !important;
    border: 1px solid #e0e0e0 !important;
    border-radius: 8px !important;
    padding: 12px !important;
}

/* 結果圖 */
.result-image {
    border-radius: 8px !important;
    box-shadow: 0 6px 18px rgba(0,0,0,0.04) !important;
    border: 1px solid #e0e0e0 !important;
}

/* 響應式 */
@media (max-width: 768px) {
    .main-header { font-size: 1.8em; }
    .predict-btn { width: 100% !important; margin-top: 15px !important; }
}
"""

with gr.Blocks(
    title="Pill Counter",
    theme=gr.themes.Soft(
        primary_hue="blue",
        secondary_hue="green",
        neutral_hue="gray",
        font=gr.themes.GoogleFont("Noto Sans TC")
    ),
    css=custom_css
) as demo:
    
    gr.HTML("""
        <div class="main-header">Pill Counter</div>
    """)
    
    with gr.Row():
        with gr.Column(scale=1):
            
            gr.HTML('<h3 style="color: #4285f4; text-align: center; margin-bottom: 15px;">📤 上傳藥物圖片</h3>')
            img = gr.Image(
                type="filepath",
                format=["jpg", "png"],
                height=450,
                width=800,
                label="請選擇或拖放圖片",
                elem_classes=["image-upload"]
            )
            target_class = gr.Radio(
                choices=["膠囊", "錠劑"],
                value="膠囊",
                label="要計算的類別",
                info="選擇只計算錠劑或膠囊的總數"
            )

            gr.HTML('<div style="text-align: center; margin-top: 15px;">')
            button = gr.Button(
                "開始計算",
                variant="primary",
                elem_classes=["predict-btn"]
            )
            gr.HTML('</div><div style="text-align:center; margin-top:8px; color:#888;">支援 JPG/PNG，建議 640×640 以上</div>')
            gr.HTML('</div>')
            dot_color = gr.Radio(
                choices=["紅色", "螢光綠"],
                value="紅色",
                label="圓點顏色",
                info="選擇藥錠中心圓點顏色"
            )

            text_color_choice = gr.Radio(
                choices=["黑色", "白色"],
                value="黑色",
                label="文字顏色",
                info="選擇編號文字顏色"
            )

            dot_size = gr.Textbox(
                label="圓點大小",
                value="10",
                info="設定圓點半徑大小（建議範圍 5～20）"
            )

            font_size = gr.Textbox(
                label="字體大小",
                value="36",
                info="設定編號文字大小（建議範圍 20～60）"
            )
            
            
            
        
        with gr.Column(scale=1):
            
            gr.HTML('<h3 style="color: #34a853; text-align: center; margin-bottom: 15px;">📊 檢測結果</h3>')
            data_output = gr.Textbox(
                interactive=False,
                elem_classes=["count-output"]
            )
            gr.HTML('<div style="text-align:center; margin:15px 0;"><label style="font-size:14px;color:#555;">標註結果</label></div>')
            img_output = gr.Image(
                type="numpy",
                elem_classes=["result-image"]
            )
            gr.HTML('<div style="text-align:center; margin:20px 0;"><label style="font-size:14px;color:#555;">標註 + 編號結果</label></div>')
            img_output_numbered = gr.Image(
                type="numpy",
                elem_classes=["result-image"]
            )
            gr.HTML('</div>')
    
    gr.HTML("""
        <div style="background:#ffffff; border-left:4px solid #4285f4; padding:15px; margin:15px; color:#666;">
            <strong>使用步驟：</strong>
            <ol style="margin-top:8px;">
                <li>上傳清晰的圖片，保持純色背景(白色或黑色)，勿有反光</li>
                <li>點擊「開始計算」按鈕</li>
                <li>查看標註後圖片及藥錠總數</li>
            </ol>
        </div>
    """)
    
    button.click(
    fn=predict,
    inputs=[img, target_class, dot_color, text_color_choice, dot_size, font_size],
    outputs=[data_output, img_output, img_output_numbered]
)

if __name__ == "__main__":
    demo.launch()