Update app.py

app.py

@@ -6,6 +6,9 @@ Usage:
     python demo.py <config-path>
 """
 
+
+
+# インポート
 import argparse
 import importlib
 import os
@@ -21,6 +24,9 @@ import torch
 import gradio as gr
 
 
+
+# 定数の定義
+
 MODEL_TYPES = ["v1.1"]
 CONFIG_MAP = {
     "v1.1-stage2": "configs/opensora-v1-1/inference/sample-ref.py",
@@ -40,9 +46,13 @@ RESOLUTION_MAP = {
 }
 
 
+
+# ユーティリティ関数
+
 # ============================
 # Utils
 # ============================
+
 def collect_references_batch(reference_paths, vae, image_size):
     from opensora.datasets.utils import read_from_path
 
@@ -150,9 +160,13 @@ def extract_json_from_prompts(prompts):
     return ret_prompts, additional_infos
 
 
+
+# 実行環境の設定
+
 # ============================
 # Runtime Environment
 # ============================
+
 def install_dependencies(enable_optimization=False):
     """
     Install the required dependencies for the demo if they are not already installed.
@@ -207,6 +221,9 @@ def read_config(config_path):
     return Config.fromfile(config_path)
 
 
+
+# モデルの構築
+
 def build_models(model_type, config, enable_optimization=False):
     """
     Build the models for the given model type and configuration.
@@ -269,6 +286,9 @@ def parse_args():
     return parser.parse_args()
 
 
+
+# メイン関数
+
 # ============================
 # Main Gradio Script
 # ============================