Spaces:
Running
Running
Commit
·
f2cdd8b
1
Parent(s):
345e4db
update
Browse files
app.py
CHANGED
|
@@ -28,20 +28,17 @@ def bytes_to_pil(img_bytes):
|
|
| 28 |
return Image.open(io.BytesIO(img_bytes))
|
| 29 |
|
| 30 |
def get_image_inputs(image_file, image_url):
|
| 31 |
-
"""Returns (raw_bytes, raw_b64, fal_url)"""
|
| 32 |
if image_file:
|
| 33 |
with open(image_file, "rb") as f:
|
| 34 |
raw_bytes = f.read()
|
| 35 |
raw_b64 = base64.b64encode(raw_bytes).decode('utf-8')
|
| 36 |
fal_url = fal_client.upload_file(image_file)
|
| 37 |
return raw_bytes, raw_b64, fal_url
|
| 38 |
-
|
| 39 |
elif image_url:
|
| 40 |
resp = requests.get(image_url)
|
| 41 |
raw_bytes = resp.content
|
| 42 |
raw_b64 = base64.b64encode(raw_bytes).decode('utf-8')
|
| 43 |
return raw_bytes, raw_b64, image_url
|
| 44 |
-
|
| 45 |
return None, None, None
|
| 46 |
|
| 47 |
def run_qwen(raw_b64, prompt):
|
|
@@ -79,68 +76,70 @@ def run_gemini(image_bytes, prompt):
|
|
| 79 |
if not gemini_client: return None
|
| 80 |
try:
|
| 81 |
response = gemini_client.models.generate_content(
|
| 82 |
-
model="gemini-2.5-flash-image",
|
| 83 |
-
contents=[
|
| 84 |
-
Part.from_bytes(data=image_bytes, mime_type="image/jpeg"),
|
| 85 |
-
prompt
|
| 86 |
-
],
|
| 87 |
config=GenerateContentConfig(
|
| 88 |
response_modalities=["IMAGE"],
|
| 89 |
-
image_config=ImageConfig(aspect_ratio="
|
| 90 |
candidate_count=1,
|
| 91 |
),
|
| 92 |
)
|
| 93 |
for part in response.candidates[0].content.parts:
|
| 94 |
if part.inline_data:
|
| 95 |
return bytes_to_pil(part.inline_data.data)
|
| 96 |
-
except
|
| 97 |
-
print(f"Gemini Error: {e}")
|
| 98 |
return None
|
| 99 |
|
| 100 |
def compare_all(image_file, image_url, prompt):
|
| 101 |
raw_bytes, raw_b64, web_url = get_image_inputs(image_file, image_url)
|
| 102 |
if not raw_bytes:
|
| 103 |
-
yield None, None, None
|
| 104 |
return
|
| 105 |
|
|
|
|
| 106 |
qwen_img, flux_img, gemini_img = None, None, None
|
| 107 |
-
|
|
|
|
|
|
|
| 108 |
qwen_img = run_qwen(raw_b64, prompt)
|
| 109 |
-
yield qwen_img, flux_img, gemini_img
|
| 110 |
|
| 111 |
flux_img = run_fal_flux(web_url, prompt)
|
| 112 |
-
yield qwen_img, flux_img, gemini_img
|
| 113 |
|
| 114 |
gemini_img = run_gemini(raw_bytes, prompt)
|
| 115 |
-
yield qwen_img, flux_img, gemini_img
|
| 116 |
|
| 117 |
with gr.Blocks(theme=gr.themes.Soft()) as demo:
|
| 118 |
gr.Markdown("# 🛋️ Interior Design Model Arena")
|
| 119 |
|
| 120 |
with gr.Row():
|
|
|
|
|
|
|
| 121 |
with gr.Column(scale=1):
|
| 122 |
-
input_file = gr.Image(label="Upload
|
| 123 |
-
input_url = gr.Textbox(label="
|
| 124 |
-
|
| 125 |
-
run_btn = gr.Button("Generate Comparison", variant="primary")
|
| 126 |
|
| 127 |
with gr.Row():
|
| 128 |
with gr.Column():
|
| 129 |
-
gr.Markdown("###
|
| 130 |
-
|
| 131 |
-
|
| 132 |
with gr.Column():
|
| 133 |
-
gr.Markdown("###
|
| 134 |
-
|
| 135 |
-
|
|
|
|
|
|
|
| 136 |
with gr.Column():
|
| 137 |
-
gr.Markdown("### Gemini 2.5 Flash\n**$0.039
|
| 138 |
-
out_gemini = gr.Image(label="Gemini
|
| 139 |
|
| 140 |
run_btn.click(
|
| 141 |
fn=compare_all,
|
| 142 |
inputs=[input_file, input_url, input_prompt],
|
| 143 |
-
outputs=[out_qwen, out_fal, out_gemini]
|
| 144 |
)
|
| 145 |
|
| 146 |
-
|
|
|
|
|
|
| 28 |
return Image.open(io.BytesIO(img_bytes))
|
| 29 |
|
| 30 |
def get_image_inputs(image_file, image_url):
|
|
|
|
| 31 |
if image_file:
|
| 32 |
with open(image_file, "rb") as f:
|
| 33 |
raw_bytes = f.read()
|
| 34 |
raw_b64 = base64.b64encode(raw_bytes).decode('utf-8')
|
| 35 |
fal_url = fal_client.upload_file(image_file)
|
| 36 |
return raw_bytes, raw_b64, fal_url
|
|
|
|
| 37 |
elif image_url:
|
| 38 |
resp = requests.get(image_url)
|
| 39 |
raw_bytes = resp.content
|
| 40 |
raw_b64 = base64.b64encode(raw_bytes).decode('utf-8')
|
| 41 |
return raw_bytes, raw_b64, image_url
|
|
|
|
| 42 |
return None, None, None
|
| 43 |
|
| 44 |
def run_qwen(raw_b64, prompt):
|
|
|
|
| 76 |
if not gemini_client: return None
|
| 77 |
try:
|
| 78 |
response = gemini_client.models.generate_content(
|
| 79 |
+
model="gemini-2.5-flash-image",
|
| 80 |
+
contents=[Part.from_bytes(data=image_bytes, mime_type="image/jpeg"), prompt],
|
|
|
|
|
|
|
|
|
|
| 81 |
config=GenerateContentConfig(
|
| 82 |
response_modalities=["IMAGE"],
|
| 83 |
+
image_config=ImageConfig(aspect_ratio="16:9"),
|
| 84 |
candidate_count=1,
|
| 85 |
),
|
| 86 |
)
|
| 87 |
for part in response.candidates[0].content.parts:
|
| 88 |
if part.inline_data:
|
| 89 |
return bytes_to_pil(part.inline_data.data)
|
| 90 |
+
except:
|
|
|
|
| 91 |
return None
|
| 92 |
|
| 93 |
def compare_all(image_file, image_url, prompt):
|
| 94 |
raw_bytes, raw_b64, web_url = get_image_inputs(image_file, image_url)
|
| 95 |
if not raw_bytes:
|
| 96 |
+
yield None, None, None, None
|
| 97 |
return
|
| 98 |
|
| 99 |
+
og_pil = bytes_to_pil(raw_bytes)
|
| 100 |
qwen_img, flux_img, gemini_img = None, None, None
|
| 101 |
+
|
| 102 |
+
yield og_pil, qwen_img, flux_img, gemini_img
|
| 103 |
+
|
| 104 |
qwen_img = run_qwen(raw_b64, prompt)
|
| 105 |
+
yield og_pil, qwen_img, flux_img, gemini_img
|
| 106 |
|
| 107 |
flux_img = run_fal_flux(web_url, prompt)
|
| 108 |
+
yield og_pil, qwen_img, flux_img, gemini_img
|
| 109 |
|
| 110 |
gemini_img = run_gemini(raw_bytes, prompt)
|
| 111 |
+
yield og_pil, qwen_img, flux_img, gemini_img
|
| 112 |
|
| 113 |
with gr.Blocks(theme=gr.themes.Soft()) as demo:
|
| 114 |
gr.Markdown("# 🛋️ Interior Design Model Arena")
|
| 115 |
|
| 116 |
with gr.Row():
|
| 117 |
+
with gr.Column(scale=2):
|
| 118 |
+
input_prompt = gr.Textbox(label="Prompt", value=DEFAULT_PROMPT, lines=3)
|
| 119 |
with gr.Column(scale=1):
|
| 120 |
+
input_file = gr.Image(label="Upload Source", type="filepath", height=180)
|
| 121 |
+
input_url = gr.Textbox(label="Source URL", placeholder="Optional URL...")
|
| 122 |
+
run_btn = gr.Button("Compare Models", variant="primary")
|
|
|
|
| 123 |
|
| 124 |
with gr.Row():
|
| 125 |
with gr.Column():
|
| 126 |
+
gr.Markdown("### Original\nInput Image")
|
| 127 |
+
out_og = gr.Image(label="Original", type="pil", height=320)
|
|
|
|
| 128 |
with gr.Column():
|
| 129 |
+
gr.Markdown("### Qwen-Edit\n**$0.004 - $0.008**")
|
| 130 |
+
out_qwen = gr.Image(label="Qwen", type="pil", height=320)
|
| 131 |
+
with gr.Column():
|
| 132 |
+
gr.Markdown("### Flux-2 Edit\n**$0.03**")
|
| 133 |
+
out_fal = gr.Image(label="Flux", type="pil", height=320)
|
| 134 |
with gr.Column():
|
| 135 |
+
gr.Markdown("### Gemini 2.5 Flash\n**$0.039**")
|
| 136 |
+
out_gemini = gr.Image(label="Gemini", type="pil", height=320)
|
| 137 |
|
| 138 |
run_btn.click(
|
| 139 |
fn=compare_all,
|
| 140 |
inputs=[input_file, input_url, input_prompt],
|
| 141 |
+
outputs=[out_og, out_qwen, out_fal, out_gemini]
|
| 142 |
)
|
| 143 |
|
| 144 |
+
if __name__ == "__main__":
|
| 145 |
+
demo.launch(server_name="0.0.0.0", server_port=7860)
|