diff --git a/gradio_ui.py b/gradio_ui.py index a723332..dcb5ed4 100644 --- a/gradio_ui.py +++ b/gradio_ui.py @@ -56,8 +56,13 @@ def compare_dicts(a, b): return c class BlendingFrontend(): - def __init__(self): - self.use_debug = False + def __init__(self, sdh=None): + if sdh is None: + self.use_debug = True + else: + self.use_debug = False + self.lb = LatentBlending(sdh) + self.share = True self.num_inference_steps = 30 @@ -70,7 +75,7 @@ class BlendingFrontend(): self.prompt1 = "" self.prompt2 = "" self.negative_prompt = "" - self.dp_base = "/home/lugo/latentblending" + self.dp_base = "/output/" self.list_settings = [] self.state_prev = {} self.state_current = {} @@ -84,24 +89,13 @@ class BlendingFrontend(): self.duration = 10 if not self.use_debug: - self.init_diffusion() + self.lb.sdh.num_inference_steps = self.num_inference_steps self.height = self.lb.sdh.height self.width = self.lb.sdh.width else: self.height = 420 self.width = 420 - def init_diffusion(self): - fp_ckpt = "../stable_diffusion_models/ckpt/v2-1_512-ema-pruned.ckpt" - fp_config = 'configs/v2-inference.yaml' - - # fp_ckpt = "../stable_diffusion_models/ckpt/v2-1_768-ema-pruned.ckpt" - # fp_config = 'configs/v2-inference-v.yaml' - - sdh = StableDiffusionHolder(fp_ckpt, fp_config, num_inference_steps=self.num_inference_steps) - self.lb = LatentBlending(sdh) - self.use_debug = False - def change_depth_strength(self, value): self.depth_strength = value print(f"changed depth_strength to {value}") @@ -284,83 +278,90 @@ class BlendingFrontend(): list_return.extend([str_fill]) return list_return -self = BlendingFrontend() - - -with gr.Blocks() as demo: +if __name__ == "__main__": - with gr.Row(): - prompt1 = gr.Textbox(label="prompt 1") - prompt2 = gr.Textbox(label="prompt 2") - negative_prompt = gr.Textbox(label="negative prompt") + fp_ckpt = "../stable_diffusion_models/ckpt/v2-1_512-ema-pruned.ckpt" + fp_config = 'configs/v2-inference.yaml' + + sdh = StableDiffusionHolder(fp_ckpt, fp_config) + + self = BlendingFrontend(sdh) + + + with gr.Blocks() as demo: - with gr.Row(): - nmb_branches_final = gr.Slider(5, 125, self.nmb_branches_final, step=4, label='nmb trans images', interactive=True) - height = gr.Slider(256, 2048, self.height, step=128, label='height', interactive=True) - width = gr.Slider(256, 2048, self.width, step=128, label='width', interactive=True) - - with gr.Row(): - num_inference_steps = gr.Slider(5, 100, self.num_inference_steps, step=1, label='num_inference_steps', interactive=True) - branch1_influence = gr.Slider(0.0, 1.0, self.branch1_influence, step=0.01, label='branch1_influence', interactive=True) - guidance_scale = gr.Slider(1, 25, self.guidance_scale, step=0.1, label='guidance_scale', interactive=True) - - with gr.Row(): - depth_strength = gr.Slider(0.01, 0.99, self.depth_strength, step=0.01, label='depth_strength', interactive=True) - 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) - mid_compression_scaler = gr.Slider(1.0, 2.0, self.mid_compression_scaler, step=0.01, label='mid_compression_scaler', interactive=True) + with gr.Row(): + prompt1 = gr.Textbox(label="prompt 1") + prompt2 = gr.Textbox(label="prompt 2") + negative_prompt = gr.Textbox(label="negative prompt") - with gr.Row(): - b_newseed1 = gr.Button("rand seed 1") - seed1 = gr.Number(42, label="seed 1", interactive=True) - b_newseed2 = gr.Button("rand seed 2") - seed2 = gr.Number(420, label="seed 2", interactive=True) - b_compare = gr.Button("compare") - - with gr.Row(): - b_run = gr.Button('run preview!') - - with gr.Row(): - img1 = gr.Image(label="1/5") - img2 = gr.Image(label="2/5") - img3 = gr.Image(label="3/5") - img4 = gr.Image(label="4/5") - img5 = gr.Image(label="5/5") - - with gr.Row(): - compare_text = gr.Textbox(label="") - - with gr.Row(): - fps = gr.Slider(1, 120, self.fps, step=1, label='fps', interactive=True) - duration = gr.Slider(0.1, 30, self.duration, step=0.1, label='duration', interactive=True) - b_save = gr.Button('save video') + with gr.Row(): + nmb_branches_final = gr.Slider(5, 125, self.nmb_branches_final, step=4, label='nmb trans images', interactive=True) + height = gr.Slider(256, 2048, self.height, step=128, label='height', interactive=True) + width = gr.Slider(256, 2048, self.width, step=128, label='width', interactive=True) + + with gr.Row(): + num_inference_steps = gr.Slider(5, 100, self.num_inference_steps, step=1, label='num_inference_steps', interactive=True) + branch1_influence = gr.Slider(0.0, 1.0, self.branch1_influence, step=0.01, label='branch1_influence', interactive=True) + guidance_scale = gr.Slider(1, 25, self.guidance_scale, step=0.1, label='guidance_scale', interactive=True) - with gr.Row(): - vid = gr.Video() - - # Bind the on-change methods - depth_strength.change(fn=self.change_depth_strength, inputs=depth_strength) - num_inference_steps.change(fn=self.change_num_inference_steps, inputs=num_inference_steps) - nmb_branches_final.change(fn=self.change_nmb_branches_final, inputs=nmb_branches_final) + with gr.Row(): + depth_strength = gr.Slider(0.01, 0.99, self.depth_strength, step=0.01, label='depth_strength', interactive=True) + 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) + mid_compression_scaler = gr.Slider(1.0, 2.0, self.mid_compression_scaler, step=0.01, label='mid_compression_scaler', interactive=True) + + with gr.Row(): + b_newseed1 = gr.Button("rand seed 1") + seed1 = gr.Number(42, label="seed 1", interactive=True) + b_newseed2 = gr.Button("rand seed 2") + seed2 = gr.Number(420, label="seed 2", interactive=True) + b_compare = gr.Button("compare") + + with gr.Row(): + b_run = gr.Button('run preview!') + + with gr.Row(): + img1 = gr.Image(label="1/5") + img2 = gr.Image(label="2/5") + img3 = gr.Image(label="3/5") + img4 = gr.Image(label="4/5") + img5 = gr.Image(label="5/5") + + with gr.Row(): + compare_text = gr.Textbox(label="") + + with gr.Row(): + fps = gr.Slider(1, 120, self.fps, step=1, label='fps', interactive=True) + duration = gr.Slider(0.1, 30, self.duration, step=0.1, label='duration', interactive=True) + b_save = gr.Button('save video') + + with gr.Row(): + vid = gr.Video() - guidance_scale.change(fn=self.change_guidance_scale, inputs=guidance_scale) - guidance_scale_mid_damper.change(fn=self.change_guidance_scale_mid_damper, inputs=guidance_scale_mid_damper) - mid_compression_scaler.change(fn=self.change_mid_compression_scaler, inputs=mid_compression_scaler) + # Bind the on-change methods + depth_strength.change(fn=self.change_depth_strength, inputs=depth_strength) + num_inference_steps.change(fn=self.change_num_inference_steps, inputs=num_inference_steps) + nmb_branches_final.change(fn=self.change_nmb_branches_final, inputs=nmb_branches_final) + + guidance_scale.change(fn=self.change_guidance_scale, inputs=guidance_scale) + guidance_scale_mid_damper.change(fn=self.change_guidance_scale_mid_damper, inputs=guidance_scale_mid_damper) + mid_compression_scaler.change(fn=self.change_mid_compression_scaler, inputs=mid_compression_scaler) + + height.change(fn=self.change_height, inputs=height) + width.change(fn=self.change_width, inputs=width) + prompt1.change(fn=self.change_prompt1, inputs=prompt1) + prompt2.change(fn=self.change_prompt2, inputs=prompt2) + negative_prompt.change(fn=self.change_negative_prompt, inputs=negative_prompt) + seed1.change(fn=self.change_seed1, inputs=seed1) + seed2.change(fn=self.change_seed2, inputs=seed2) + fps.change(fn=self.change_fps, inputs=fps) + duration.change(fn=self.change_duration, inputs=duration) + branch1_influence.change(fn=self.change_branch1_influence, inputs=branch1_influence) - height.change(fn=self.change_height, inputs=height) - width.change(fn=self.change_width, inputs=width) - prompt1.change(fn=self.change_prompt1, inputs=prompt1) - prompt2.change(fn=self.change_prompt2, inputs=prompt2) - negative_prompt.change(fn=self.change_negative_prompt, inputs=negative_prompt) - seed1.change(fn=self.change_seed1, inputs=seed1) - seed2.change(fn=self.change_seed2, inputs=seed2) - fps.change(fn=self.change_fps, inputs=fps) - duration.change(fn=self.change_duration, inputs=duration) - branch1_influence.change(fn=self.change_branch1_influence, inputs=branch1_influence) - - b_newseed1.click(self.randomize_seed1, outputs=seed1) - b_newseed2.click(self.randomize_seed2, outputs=seed2) - b_compare.click(self.compare_last, outputs=[img1, img2, img3, img4, img5, compare_text]) - b_run.click(self.run, outputs=[img1, img2, img3, img4, img5]) - b_save.click(self.save, outputs=vid) - -demo.launch(share=self.share) + b_newseed1.click(self.randomize_seed1, outputs=seed1) + b_newseed2.click(self.randomize_seed2, outputs=seed2) + b_compare.click(self.compare_last, outputs=[img1, img2, img3, img4, img5, compare_text]) + b_run.click(self.run, outputs=[img1, img2, img3, img4, img5]) + b_save.click(self.save, outputs=vid) + + demo.launch(share=self.share)