update revert option
Browse files
app.py
CHANGED
@@ -39,9 +39,23 @@ be to the input. This pipeline requires a value of at least `1`. It's possible y
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* Cropping the image so the face takes up a larger portion of the frame.
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"""
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def
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progress(0, desc="Starting...")
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-
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if counter_out > 0:
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edited_image = pipe(prompt, image=image_hid, num_inference_steps=int(in_steps), guidance_scale=float(in_guidance_scale), image_guidance_scale=float(in_img_guidance_scale)).images[0]
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if os.path.exists(img_name):
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@@ -58,11 +72,17 @@ def chat(image_in, in_steps, in_guidance_scale, in_img_guidance_scale, image_hid
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else:
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seed = random.randint(0, 1000000)
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img_name = f"./edited_image_{seed}.png"
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#Resizing to handle memory errors
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basewidth = 512
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wpercent = (basewidth/float(image_in.size[0]))
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hsize = int((float(image_in.size[1])*float(wpercent)))
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image_in = image_in.resize((basewidth,hsize), Image.Resampling.LANCZOS)
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edited_image = pipe(prompt, image=image_in, num_inference_steps=int(in_steps), guidance_scale=float(in_guidance_scale), image_guidance_scale=float(in_img_guidance_scale)).images[0]
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if os.path.exists(img_name):
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os.remove(img_name)
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@@ -84,6 +104,7 @@ def chat(image_in, in_steps, in_guidance_scale, in_img_guidance_scale, image_hid
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counter_out += 1
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return history, history, edited_image, img_name, counter_out
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with gr.Blocks() as demo:
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gr.Markdown("""<h1><center> Chat Interface with InstructPix2Pix: Give Image Editing Instructions</h1></center>
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@@ -100,17 +121,23 @@ with gr.Blocks() as demo:
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image_in = gr.Image(type='pil', label="Original Image")
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text_in = gr.Textbox()
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state_in = gr.State()
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b1 = gr.Button('Edit the image!')
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with gr.Accordion("Advance settings for Training and Inference", open=False):
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gr.Markdown("Advance settings for - Number of Inference steps, Guidanace scale, and Image guidance scale.")
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in_steps = gr.Number(label="Enter the number of Inference steps", value = 20)
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in_guidance_scale = gr.Slider(1,10, step=0.5, label="Set Guidance scale", value=7.5)
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in_img_guidance_scale = gr.Slider(1,10, step=0.5, label="Set Image Guidance scale", value=1.5)
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image_hid = gr.Image(type='pil', visible=
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img_name_temp_out = gr.Textbox(visible=False)
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counter_out = gr.Number(visible=False, value=0, precision=0)
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chatbot = gr.Chatbot()
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b1.click(chat,[image_in, in_steps, in_guidance_scale, in_img_guidance_scale, image_hid, img_name_temp_out,counter_out, text_in, state_in], [chatbot, state_in, image_hid, img_name_temp_out, counter_out]) #, queue=True)
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gr.Markdown(help_text)
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demo.queue(concurrency_count=10)
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* Cropping the image so the face takes up a larger portion of the frame.
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"""
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def previous(image):
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return image
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def chat(image_in, in_steps, in_guidance_scale, in_img_guidance_scale, image_hid, img_name, counter_out, image_oneup, prompt, history, progress=gr.Progress(track_tqdm=True)):
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progress(0, desc="Starting...")
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if prompt == 'reverse' : #--to add revert functionality later
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history = history or []
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#Resizing (or not) the image for better display and adding supportive sample text
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#add_text_list = ["There you go", "Enjoy your image!", "Nice work! Wonder what you gonna do next!", "Way to go!", "Does this work for you?", "Something like this?"]
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#if counter_out > 0:
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temp_img_name = img_name[:-4]+str(int(time.time()))+'.png'
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image_oneup.save(temp_img_name)
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response = 'Reverted to the last image ' + '<img src="/file=' + temp_img_name + '">'
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history.append((prompt, response))
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return history, history, image_oneup, temp_img_name, counter_out
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# Save the resized image
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#img.save("resized_example.jpg", optimize=True, quality=95
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if counter_out > 0:
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edited_image = pipe(prompt, image=image_hid, num_inference_steps=int(in_steps), guidance_scale=float(in_guidance_scale), image_guidance_scale=float(in_img_guidance_scale)).images[0]
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if os.path.exists(img_name):
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else:
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seed = random.randint(0, 1000000)
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img_name = f"./edited_image_{seed}.png"
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basewidth = 512
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wpercent = (basewidth/float(image_in.size[0]))
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hsize = int((float(image_in.size[1])*float(wpercent)))
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image_in = image_in.resize((basewidth,hsize), Image.Resampling.LANCZOS)
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# Get the original size of the image
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#original_size = image_in.size
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# Calculate the new size of the image
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#new_size = (int(original_size[0]/2), int(original_size[1]/2))
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# Resize the image
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#img1 = img.resize(new_size)
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#image_in = image_in.resize(new_size,Image.ANTIALIAS) # resample=Image.LANCZOS)
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edited_image = pipe(prompt, image=image_in, num_inference_steps=int(in_steps), guidance_scale=float(in_guidance_scale), image_guidance_scale=float(in_img_guidance_scale)).images[0]
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if os.path.exists(img_name):
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os.remove(img_name)
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counter_out += 1
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return history, history, edited_image, img_name, counter_out
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with gr.Blocks() as demo:
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gr.Markdown("""<h1><center> Chat Interface with InstructPix2Pix: Give Image Editing Instructions</h1></center>
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image_in = gr.Image(type='pil', label="Original Image")
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text_in = gr.Textbox()
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state_in = gr.State()
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#with gr.Row():
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b1 = gr.Button('Edit the image!')
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#b2 = gr.Button('Revert!')
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with gr.Accordion("Advance settings for Training and Inference", open=False):
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gr.Markdown("Advance settings for - Number of Inference steps, Guidanace scale, and Image guidance scale.")
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in_steps = gr.Number(label="Enter the number of Inference steps", value = 20)
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in_guidance_scale = gr.Slider(1,10, step=0.5, label="Set Guidance scale", value=7.5)
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in_img_guidance_scale = gr.Slider(1,10, step=0.5, label="Set Image Guidance scale", value=1.5)
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image_hid = gr.Image(type='pil', visible=True)
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image_oneup = gr.Image(type='pil', visible=True)
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img_name_temp_out = gr.Textbox(visible=False)
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#img_revert = gr.Checkbox(visible=True, value=False,label=to track a revert message)
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counter_out = gr.Number(visible=False, value=0, precision=0)
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chatbot = gr.Chatbot()
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b1.click(chat,[image_in, in_steps, in_guidance_scale, in_img_guidance_scale, image_hid, img_name_temp_out,counter_out, image_oneup, text_in, state_in], [chatbot, state_in, image_hid, img_name_temp_out, counter_out]) #, queue=True)
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b1.click(previous, [image_hid], [image_oneup])
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#b2.click(previous, image_oneup, image_hid)
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gr.Markdown(help_text)
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demo.queue(concurrency_count=10)
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