Update app.py
Browse files
app.py
CHANGED
@@ -90,50 +90,41 @@ agent = CodeAgent(tools=[image_generation_tool, search_tool], model=llm_engine)
|
|
90 |
def generate_object_history(object_name):
|
91 |
images = []
|
92 |
prompts = generate_prompts_for_object(object_name)
|
93 |
-
labels = {
|
94 |
-
"past": f"{object_name} - Past",
|
95 |
-
"present": f"{object_name} - Present",
|
96 |
-
"future": f"{object_name} - Future"
|
97 |
-
}
|
98 |
-
|
99 |
|
100 |
general_instruction = (
|
101 |
"Search the necessary information and features for the following prompt, "
|
102 |
"then generate an image of it."
|
103 |
)
|
104 |
|
|
|
105 |
for time_period, prompt in prompts.items():
|
106 |
print(f"Generating {time_period} frame: {prompt}")
|
107 |
-
#result = agent.run(prompt)
|
108 |
|
109 |
try:
|
110 |
result = agent.run(
|
111 |
general_instruction,
|
112 |
additional_args={"user_prompt": prompt}
|
113 |
)
|
114 |
-
|
115 |
-
|
116 |
-
|
117 |
-
|
118 |
image = result.to_raw()
|
|
|
|
|
|
|
|
|
|
|
|
|
119 |
except Exception as e:
|
120 |
print(f"Agent failed on {time_period}: {e}")
|
121 |
continue
|
122 |
-
|
123 |
-
images.append(result.to_raw())
|
124 |
-
image_filename = f"{object_name}_{time_period}.png"
|
125 |
-
plot_and_save_agent_image(result, labels[time_period], save_path=image_filename)
|
126 |
|
127 |
gif_path = f"{object_name}_evolution.gif"
|
128 |
-
|
129 |
-
|
130 |
-
|
131 |
-
|
132 |
-
# f"{object_name}_future.png"], gif_path
|
133 |
-
return [(f"{object_name}_past.png", labels["past"]),
|
134 |
-
(f"{object_name}_present.png", labels["present"]),
|
135 |
-
(f"{object_name}_future.png", labels["future"])], gif_path
|
136 |
-
#return images, gif_path
|
137 |
|
138 |
# =========================================================
|
139 |
# Gradio Interface
|
@@ -148,32 +139,24 @@ def create_gradio_interface():
|
|
148 |
""")
|
149 |
|
150 |
default_images = [
|
151 |
-
|
152 |
-
|
153 |
-
|
154 |
]
|
155 |
-
#default_images = [
|
156 |
-
# "car_past.png",
|
157 |
-
# "car_present.png",
|
158 |
-
# "car_future.png"
|
159 |
-
# ]
|
160 |
default_gif_path = "car_evolution.gif"
|
161 |
|
162 |
with gr.Row():
|
163 |
with gr.Column():
|
164 |
object_name_input = gr.Textbox(label="Enter an object name", placeholder="e.g. bicycle, car, phone")
|
165 |
generate_button = gr.Button("Generate Evolution")
|
166 |
-
image_gallery = gr.Gallery(label="Generated Images", columns=3, rows=1, value=default_images, type="filepath"
|
167 |
-
|
168 |
-
gif_output = gr.Image(label="Generated GIF", value=default_gif_path)
|
169 |
|
170 |
generate_button.click(fn=generate_object_history, inputs=[object_name_input], outputs=[image_gallery, gif_output])
|
171 |
|
172 |
return demo
|
173 |
|
174 |
-
# =========================================================
|
175 |
-
# Run the app
|
176 |
-
# =========================================================
|
177 |
|
|
|
178 |
demo = create_gradio_interface()
|
179 |
-
demo.launch(
|
|
|
90 |
def generate_object_history(object_name):
|
91 |
images = []
|
92 |
prompts = generate_prompts_for_object(object_name)
|
|
|
|
|
|
|
|
|
|
|
|
|
93 |
|
94 |
general_instruction = (
|
95 |
"Search the necessary information and features for the following prompt, "
|
96 |
"then generate an image of it."
|
97 |
)
|
98 |
|
99 |
+
image_paths = []
|
100 |
for time_period, prompt in prompts.items():
|
101 |
print(f"Generating {time_period} frame: {prompt}")
|
|
|
102 |
|
103 |
try:
|
104 |
result = agent.run(
|
105 |
general_instruction,
|
106 |
additional_args={"user_prompt": prompt}
|
107 |
)
|
108 |
+
|
109 |
+
if isinstance(result, (list, tuple)):
|
110 |
+
result = result[0]
|
111 |
+
|
112 |
image = result.to_raw()
|
113 |
+
image_filename = f"{object_name}_{time_period}.png"
|
114 |
+
image.save(image_filename)
|
115 |
+
plot_and_save_agent_image(image, f"{object_name} - {time_period.title()}", save_path=image_filename)
|
116 |
+
|
117 |
+
image_paths.append(image_filename)
|
118 |
+
images.append(image)
|
119 |
except Exception as e:
|
120 |
print(f"Agent failed on {time_period}: {e}")
|
121 |
continue
|
|
|
|
|
|
|
|
|
122 |
|
123 |
gif_path = f"{object_name}_evolution.gif"
|
124 |
+
if images:
|
125 |
+
images[0].save(gif_path, save_all=True, append_images=images[1:], duration=1000, loop=0)
|
126 |
+
|
127 |
+
return image_paths, gif_path
|
|
|
|
|
|
|
|
|
|
|
128 |
|
129 |
# =========================================================
|
130 |
# Gradio Interface
|
|
|
139 |
""")
|
140 |
|
141 |
default_images = [
|
142 |
+
"car_past.png",
|
143 |
+
"car_present.png",
|
144 |
+
"car_future.png"
|
145 |
]
|
|
|
|
|
|
|
|
|
|
|
146 |
default_gif_path = "car_evolution.gif"
|
147 |
|
148 |
with gr.Row():
|
149 |
with gr.Column():
|
150 |
object_name_input = gr.Textbox(label="Enter an object name", placeholder="e.g. bicycle, car, phone")
|
151 |
generate_button = gr.Button("Generate Evolution")
|
152 |
+
image_gallery = gr.Gallery(label="Generated Images", columns=3, rows=1, value=default_images, type="filepath")
|
153 |
+
gif_output = gr.Image(label="Generated GIF", value=default_gif_path, type="filepath")
|
|
|
154 |
|
155 |
generate_button.click(fn=generate_object_history, inputs=[object_name_input], outputs=[image_gallery, gif_output])
|
156 |
|
157 |
return demo
|
158 |
|
|
|
|
|
|
|
159 |
|
160 |
+
# Launch the interface
|
161 |
demo = create_gradio_interface()
|
162 |
+
demo.launch()
|