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This commit is contained in:
Johannes Stelzer
parent
bc34a83008
commit
9c3e51cfd1
145
gradio_ui.py
145
gradio_ui.py
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@ -95,10 +95,8 @@ class BlendingFrontend():
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def init_save_dir(self):
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load_dotenv(find_dotenv(), verbose=False)
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try:
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self.dp_out = os.getenv("dp_out")
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except Exception as e:
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print(f"did not find .env file. using local folder. {e}")
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self.dp_out = os.getenv("dp_out")
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if self.dp_out is None:
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self.dp_out = ""
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self.dp_imgs = os.path.join(self.dp_out, "imgs")
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os.makedirs(self.dp_imgs, exist_ok=True)
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@ -149,7 +147,8 @@ class BlendingFrontend():
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self.lb.parental_influence = list_ui_elem[list_ui_keys.index('parental_influence')]
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self.lb.parental_max_depth_influence = list_ui_elem[list_ui_keys.index('parental_max_depth_influence')]
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self.lb.parental_influence_decay = list_ui_elem[list_ui_keys.index('parental_influence_decay')]
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self.num_inference_steps = list_ui_elem[list_ui_keys.index('num_inference_steps')]
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self.depth_strength = list_ui_elem[list_ui_keys.index('depth_strength')]
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def compute_img1(self, *args):
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@ -244,73 +243,27 @@ class BlendingFrontend():
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shutil.copyfile(self.fp_movie, os.path.join(self.dp_out, f"lowres_{timestamp_section}", "movie.mp4"))
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self.lb.swap_forward()
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list_out = [self.fp_img2]
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self.multi_append()
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fp_multi = self.multi_concat()
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list_out = [fp_multi]
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list_out.extend([self.fp_img2])
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list_out.extend([self.fp_img_empty]*4)
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list_out.append(prompt2)
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list_out.append(seed2)
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list_out.append(gr.update(interactive=False, value=prompt2))
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list_out.append(gr.update(interactive=False, value=seed2))
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list_out.append("")
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list_out.append(np.random.randint(0, 10000000))
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print(f"stack_forward: fp_multi {fp_multi}")
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return list_out
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def get_state_dict(self):
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state_dict = {}
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grab_vars = ['prompt1', 'prompt2', 'seed1', 'seed2', 'height', 'width',
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'num_inference_steps', 'depth_strength', 'guidance_scale',
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'guidance_scale_mid_damper', 'mid_compression_scaler']
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for v in grab_vars:
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state_dict[v] = getattr(self, v)
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return state_dict
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def get_list_all_stacked(self):
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list_all = os.listdir(os.path.join(self.dp_out))
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list_all = [l for l in list_all if l[:8]=="lowres_2"]
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list_all.sort()
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return list_all
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def multi_trans_show_older(self):
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list_all = self.get_list_all_stacked()
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if self.multi_idx_current == -1:
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self.multi_idx_current = len(list_all) - 1
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else:
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self.multi_idx_current -= 1
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if self.multi_idx_current < 0:
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self.multi_idx_current = 0
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dn = list_all[self.multi_idx_current]
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return self.get_multi_trans_imgs_preview(dn)
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def multi_trans_show_newer(self):
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list_all = self.get_list_all_stacked()
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if self.multi_idx_current == -1:
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self.multi_idx_current = len(list_all) - 1
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else:
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self.multi_idx_current += 1
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if self.multi_idx_current >= len(list_all):
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self.multi_idx_current = len(list_all) - 1
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dn = list_all[self.multi_idx_current]
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return self.get_multi_trans_imgs_preview(dn)
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def get_multi_trans_imgs_preview(self, dn):
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dp_show = os.path.join(self.dp_out, dn)
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list_imgs_transition = os.listdir(dp_show)
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list_imgs_transition = [l for l in list_imgs_transition if l[:11]=="lowres_img_"]
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list_imgs_transition.sort()
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idx_img_prev = np.round(np.linspace(0, len(list_imgs_transition)-1, 5)).astype(np.int32)
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list_imgs_preview = []
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for j in idx_img_prev:
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list_imgs_preview.append(os.path.join(dp_show, list_imgs_transition[j]))
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list_out = list_imgs_preview
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list_out.append(dn[7:])
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return list_out
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def multi_append(self):
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list_all = self.get_list_all_stacked()
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@ -347,8 +300,17 @@ class BlendingFrontend():
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fp_final = os.path.join(dp_multi, "movie.mp4")
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concatenate_movies(fp_final, list_fp_movies)
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return fp_final
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def get_state_dict(self):
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state_dict = {}
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grab_vars = ['prompt1', 'prompt2', 'seed1', 'seed2', 'height', 'width',
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'num_inference_steps', 'depth_strength', 'guidance_scale',
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'guidance_scale_mid_damper', 'mid_compression_scaler']
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for v in grab_vars:
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state_dict[v] = getattr(self, v)
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return state_dict
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def get_img_rand():
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return (255*np.random.rand(self.height,self.width,3)).astype(np.uint8)
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@ -370,11 +332,12 @@ def generate_list_output(
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return list_output
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if __name__ == "__main__":
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fp_ckpt = "../stable_diffusion_models/ckpt/v2-1_768-ema-pruned.ckpt"
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# fp_ckpt = "../stable_diffusion_models/ckpt/v2-1_512-ema-pruned.ckpt"
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# fp_ckpt = "../stable_diffusion_models/ckpt/v2-1_768-ema-pruned.ckpt"
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fp_ckpt = "../stable_diffusion_models/ckpt/v2-1_512-ema-pruned.ckpt"
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self = BlendingFrontend(StableDiffusionHolder(fp_ckpt)) # Yes this is possible in python and yes it is an awesome trick
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# self = BlendingFrontend(None) # Yes this is possible in python and yes it is an awesome trick
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@ -402,8 +365,8 @@ if __name__ == "__main__":
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with gr.Accordion("Seeds control", open=True):
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with gr.Row():
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seed1 = gr.Number(self.seed1, label="seed 1", interactive=True)
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b_newseed1 = gr.Button("randomize seed 1", variant='secondary')
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seed1 = gr.Number(self.seed1, label="seed 1", interactive=True)
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seed2 = gr.Number(self.seed2, label="seed 2", interactive=True)
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b_newseed2 = gr.Button("randomize seed 2", variant='secondary')
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@ -415,11 +378,12 @@ if __name__ == "__main__":
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with gr.Accordion("Transition settings", open=True):
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with gr.Row():
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depth_strength = gr.Slider(0.01, 0.99, self.depth_strength, step=0.01, label='depth_strength', interactive=True)
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guidance_scale_mid_damper = gr.Slider(0.01, 2.0, self.guidance_scale_mid_damper, step=0.01, label='guidance_scale_mid_damper', interactive=True)
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parental_influence = gr.Slider(0.0, 1.0, self.parental_influence, step=0.01, label='parental power', interactive=True)
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parental_max_depth_influence = gr.Slider(0.0, 1.0, self.parental_max_depth_influence, step=0.01, label='parental range', interactive=True)
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parental_influence_decay = gr.Slider(0.0, 1.0, self.parental_influence_decay, step=0.01, label='parental decay', interactive=True)
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with gr.Row():
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depth_strength = gr.Slider(0.01, 0.99, self.depth_strength, step=0.01, label='depth_strength', interactive=True)
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guidance_scale_mid_damper = gr.Slider(0.01, 2.0, self.guidance_scale_mid_damper, step=0.01, label='guidance_scale_mid_damper', interactive=True)
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with gr.Row():
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@ -429,16 +393,19 @@ if __name__ == "__main__":
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with gr.Row():
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img1 = gr.Image(label="1/5")
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img2 = gr.Image(label="2/5")
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img3 = gr.Image(label="3/5")
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img4 = gr.Image(label="4/5")
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img2 = gr.Image(label="2/5", show_progress=False)
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img3 = gr.Image(label="3/5", show_progress=False)
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img4 = gr.Image(label="4/5", show_progress=False)
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img5 = gr.Image(label="5/5")
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with gr.Row():
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vid_transition = gr.Video()
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vid_single = gr.Video(label="single trans")
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vid_multi = gr.Video(label="multi trans")
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with gr.Row():
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b_stackforward = gr.Button('multi-movie start next segment (move last image -> first image)')
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# b_restart = gr.Button("RESTART EVERYTHING")
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b_stackforward = gr.Button('multi-movie start next segment (move last image -> first image)', variant='primary')
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# Collect all UI elemts in list to easily pass as inputs
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dict_ui_elem["prompt1"] = prompt1
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@ -479,41 +446,13 @@ if __name__ == "__main__":
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b_compute2.click(self.compute_img2, inputs=list_ui_elem, outputs=[img2, img3, img4, img5])
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b_compute_transition.click(self.compute_transition,
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inputs=list_ui_elem,
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outputs=[img2, img3, img4, vid_transition])
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outputs=[img2, img3, img4, vid_single])
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b_stackforward.click(self.stack_forward,
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inputs=[prompt2, seed2],
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outputs=[img1, img2, img3, img4, img5, prompt1, seed1, prompt2])
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with gr.Tab("Multi Transition"):
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with gr.Row():
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multi_img1_prev = gr.Image(value=self.list_imgs_shown_last[0], label="1/5")
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multi_img2_prev = gr.Image(value=self.list_imgs_shown_last[1], label="2/5")
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multi_img3_prev = gr.Image(value=self.list_imgs_shown_last[2], label="3/5")
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multi_img4_prev = gr.Image(value=self.list_imgs_shown_last[3], label="4/5")
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multi_img5_prev = gr.Image(value=self.list_imgs_shown_last[4], label="5/5")
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with gr.Row():
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b_older = gr.Button("show older")
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b_newer = gr.Button("show newer")
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text_timestamp = gr.Textbox(label="created", interactive=False)
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b_append = gr.Button("append this transition")
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with gr.Row():
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text_all_timestamps = gr.Textbox(label="movie list", interactive=False)
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with gr.Row():
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b_reset = gr.Button("reset")
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b_concat = gr.Button("merge together", variant='primary')
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with gr.Row():
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vid_multi = gr.Video()
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b_older.click(self.multi_trans_show_older, inputs=[], outputs=[multi_img1_prev, multi_img2_prev, multi_img3_prev, multi_img4_prev, multi_img5_prev, text_timestamp])
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b_newer.click(self.multi_trans_show_newer, inputs=[], outputs=[multi_img1_prev, multi_img2_prev, multi_img3_prev, multi_img4_prev, multi_img5_prev, text_timestamp])
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b_append.click(self.multi_append, inputs=[], outputs=[text_all_timestamps])
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b_reset.click(self.multi_reset, inputs=[], outputs=[text_all_timestamps])
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b_concat.click(self.multi_concat, inputs=[], outputs=[vid_multi])
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outputs=[vid_multi, img1, img2, img3, img4, img5, prompt1, seed1, prompt2])
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# b_restart.click(self.multi_reset)
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demo.launch(share=self.share, inbrowser=True, inline=False)
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