Update app.py

app.py

@@ -66,19 +66,32 @@ plt.rcParams['figure.dpi'] = 150
 
 os.system("gdown https://drive.google.com/uc?id=1-8E0PFT37v5fZs-61oIrFbNpE28Unp2y")
 
-ckpt = torch.load('jojo.pt', map_location=lambda storage, loc: storage)
-generator.load_state_dict(ckpt["g"], strict=False)
+ckptjojo = torch.load('jojo.pt', map_location=lambda storage, loc: storage)
+generatorjojo.load_state_dict(ckptjojo["g"], strict=False)
 
-def inference(img):    
+os.system("gdown https://drive.google.com/uc?id=1Bnh02DjfvN_Wm8c4JdOiNV4q9J7Z_tsi")
+
+ckptdisney = torch.load('disney_preserve_color.pt', map_location=lambda storage, loc: storage)
+generatordisney.load_state_dict(ckptdisney["g"], strict=False)
+
+
+def inference(img, model):    
     aligned_face = align_face(img)
 
     my_w = e4e_projection(aligned_face, "test.pt", device).unsqueeze(0)
+    if model == 'JoJo':
+        with torch.no_grad():
+            generator.eval()
+        
+            #original_my_sample = original_generator(my_w, input_is_latent=True)
+            my_sample = generatorjojo(my_w, input_is_latent=True)  
+    else:
+        with torch.no_grad():
+            generator.eval()
+        
+            #original_my_sample = original_generator(my_w, input_is_latent=True)
+            my_sample = generatordisney(my_w, input_is_latent=True)
     
-    with torch.no_grad():
-        generator.eval()
-    
-        original_my_sample = original_generator(my_w, input_is_latent=True)
-        my_sample = generator(my_w, input_is_latent=True)   
     npimage = my_sample[0].permute(1, 2, 0).detach().numpy()
     imageio.imwrite('filename.jpeg', npimage)
     return 'filename.jpeg'
@@ -89,4 +102,4 @@ description = "Gradio Demo for JoJoGAN: One Shot Face Stylization. To use it, si
 article = "<p style='text-align: center'><a href='https://arxiv.org/abs/2112.11641' target='_blank'>JoJoGAN: One Shot Face Stylization</a>| <a href='https://github.com/mchong6/JoJoGAN' target='_blank'>Github Repo Pytorch</a></p> <center><img src='https://visitor-badge.glitch.me/badge?page_id=akhaliq_jojogan' alt='visitor badge'></center> <p style='text-align: center'>samples from repo: <img src='https://raw.githubusercontent.com/mchong6/JoJoGAN/main/teaser.jpg' alt='animation'/></p>"
 
 examples=[['iu.jpeg']]
-gr.Interface(inference, [gr.inputs.Image(type="filepath",shape=(256,256))], gr.outputs.Image(type="file"),title=title,description=description,article=article,enable_queue=True,allow_flagging=False,examples=examples).launch()
+gr.Interface(inference, [gr.inputs.Image(type="filepath",shape=(256,256)),gradio.inputs.Dropdown(choices=['JoJo', 'Disney'], type="value", default='JoJo', label="Model")], gr.outputs.Image(type="file"),title=title,description=description,article=article,enable_queue=True,allow_flagging=False,examples=examples).launch()