Update app.py

app.py

@@ -58,8 +58,6 @@ class Tagger:
             print(f"❌ 模型或标签加载失败: {e}")
             raise RuntimeError(f"模型初始化失败: {e}")
 
-
-    # ------------------------- preprocess -------------------------
     def _preprocess(self, img: Image.Image) -> np.ndarray:
         if img is None:
             raise ValueError("输入图像不能为空")
@@ -72,7 +70,6 @@ class Tagger:
             canvas = canvas.resize((self.input_size, self.input_size), Image.BICUBIC)
         return np.array(canvas)[:, :, ::-1].astype(np.float32)  # to BGR
 
-    # --------------------------- predict --------------------------
     def predict(self, img: Image.Image, gen_th: float = 0.35, char_th: float = 0.85):
         if self.model is None:
             raise RuntimeError("模型未成功加载，无法进行预测。")
@@ -164,25 +161,21 @@ custom_css = """
 
 _js_functions = """
 function copyToClipboard(text) {
-    // --- 调试信息 ---
     console.log('copyToClipboard function was called.');
     console.log('Received text:', text);
-    // console.trace(); // 如果需要更详细的调用栈信息，可以取消这行注释
 
-    // --- 保护性检查 ---
-    // 如果 text 未定义或为 null，则不执行后续操作，并打印警告
+    // 如果 text 未定义或为 null
     if (typeof text === 'undefined' || text === null) {
         console.warn('copyToClipboard was called with undefined or null text. Aborting this specific copy operation.');
-        // 在这种情况下，我们不应该尝试复制，也不应该显示“已复制”的提示
         return;
     }
 
     navigator.clipboard.writeText(text).then(() => {
-        // console.log('Tag copied to clipboard: ' + text); // 成功复制的日志（可选）
+        // console.log('Tag copied to clipboard: ' + text);
         const feedback = document.createElement('div');
         
         // 确保 text 是字符串类型，再进行 substring 操作
-        let displayText = String(text); // 将 text 转换为字符串以防万一
+        let displayText = String(text);
         displayText = displayText.substring(0, 30) + (displayText.length > 30 ? '...' : '');
         
         feedback.textContent = '已复制: ' + displayText;
@@ -207,15 +200,13 @@ function copyToClipboard(text) {
         }, 1500);
     }).catch(err => {
         console.error('Failed to copy tag. Error:', err, 'Attempted to copy text:', text);
-        // 可以考虑也给用户一个错误提示，但原版 alert 可能体验不佳
-        // alert('复制失败: ' + err); 
         const errorFeedback = document.createElement('div');
-        errorFeedback.textContent = '复制操作失败!'; // 更友好的错误提示
+        errorFeedback.textContent = '复制操作失败!';
         errorFeedback.style.position = 'fixed';
         errorFeedback.style.bottom = '20px';
         errorFeedback.style.left = '50%';
         errorFeedback.style.transform = 'translateX(-50%)';
-        errorFeedback.style.backgroundColor = '#D32F2F'; // 红色背景表示错误
+        errorFeedback.style.backgroundColor = '#D32F2F';
         errorFeedback.style.color = 'white';
         errorFeedback.style.padding = '10px 20px';
         errorFeedback.style.borderRadius = '5px';
@@ -339,20 +330,18 @@ with gr.Blocks(theme=gr.themes.Soft(), title="AI 图像标签分析器", css=cus
 
                 for i, en_tag in enumerate(cat_tags_en):
                     if s_show_zh and i < len(cat_translations) and cat_translations[i]:
-                        tags_to_join.append(f"{en_tag}({cat_translations[i]})")
+                        tags_to_join.append(f"{en_tag}/*{cat_translations[i]}*/")
                     else:
                         tags_to_join.append(en_tag)
                 if tags_to_join: # only add if there are tags for this category
                      summary_parts.append(separator.join(tags_to_join))
         
-        # Join parts with double newline for readability if multiple categories present and separator is not newline
         joiner = "\n\n" if separator != "\n" and len(summary_parts) > 1 else separator if separator == "\n" else " "
         
         final_summary = joiner.join(summary_parts)
         return final_summary if final_summary else "选定的类别中没有找到标签。"
 
 
-    # ----------------- 主要处理回调 -----------------
     def process_image_and_generate_outputs(
         img, g_th, c_th, s_scores, # Main inputs
         s_gen, s_char, s_rat, s_sep, s_zh_in_sum
@@ -388,7 +377,6 @@ with gr.Blocks(theme=gr.themes.Soft(), title="AI 图像标签分析器", css=cus
         )
         
         try:
-            # 1. Predict tags
             res, tag_categories_original_order = tagger_instance.predict(img, g_th, c_th)
 
             all_tags_to_translate = []
@@ -443,7 +431,6 @@ with gr.Blocks(theme=gr.themes.Soft(), title="AI 图像标签分析器", css=cus
                 {}, {}, {}
             )
 
-    # ----------------- 更新汇总文本的回调 -----------------
     def update_summary_display(
         s_gen, s_char, s_rat, s_sep, s_zh_in_sum,
         current_res_from_state, current_translations_from_state
@@ -457,7 +444,6 @@ with gr.Blocks(theme=gr.themes.Soft(), title="AI 图像标签分析器", css=cus
         )
         return gr.update(value=new_summary_text)
 
-    # ----------------- 绑定事件 -----------------
     btn.click(
         process_image_and_generate_outputs,
         inputs=[
@@ -470,7 +456,6 @@ with gr.Blocks(theme=gr.themes.Soft(), title="AI 图像标签分析器", css=cus
             out_summary,
             state_res, state_translations_dict, state_tag_categories_for_translation
         ],
-        # show_progress="full" # Gradio's built-in progress
     )
 
     summary_controls = [sum_general, sum_char, sum_rating, sum_sep, sum_show_zh]
@@ -479,12 +464,8 @@ with gr.Blocks(theme=gr.themes.Soft(), title="AI 图像标签分析器", css=cus
             fn=update_summary_display,
             inputs=summary_controls + [state_res, state_translations_dict],
             outputs=[out_summary],
-            # show_progress=False # Typically fast, no need for progress indicator
         )
-    
-# ------------------------------------------------------------------
-# 启动
-# ------------------------------------------------------------------
+
 if __name__ == "__main__":
     if tagger_instance is None:
         print("CRITICAL: Tagger 未能初始化，应用功能将受限。请检查之前的错误信息。")