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import gradio as gr
from gradio_utils.camera_utils import CAMERA_MOTION_MODE
from gradio_utils.traj_utils import get_provided_traj
MODE = ["control camera poses", "control object trajectory", "control both camera and object motion"]
BASE_MODEL = ['LVDM/VideoCrafter', 'VideoCrafter2']
def display_camera_info(camera_dict, camera_mode=None):
if camera_dict['complex'] is not None:
res = f"complex : {camera_dict['complex']}. "
else:
res = ""
res += f"motion : {[_ for _ in camera_dict['motion']]}. "
res += f"speed : {camera_dict['speed']}. "
if camera_mode == CAMERA_MOTION_MODE[2]:
res += f"mode : {camera_dict['mode']}. "
return res
traj_list = []
camera_dict = {
"motion":[],
"mode": "Customized Mode 1: First A then B", # "First A then B", "Both A and B", "Custom"
"speed": 1.0,
"complex": None
}
def reset_camera():
# global camera_dict
camera_dict = {
"motion":[],
"mode": "Customized Mode 1: First A then B",
"speed": 1.0,
"complex": None
}
return display_camera_info(camera_dict)
def fn_traj_reset():
# global traj_list
traj_list = []
return "Click to specify trajectory"
def visualized_step1(model_name):
# reset
reset_camera()
fn_traj_reset()
# camera motion control
vis_basic_camera_motion = False
vis_basic_camera_motion_des = False
vis_custom_camera_motion = False
vis_custom_run_status = False
vis_complex_camera_motion = False
vis_complex_camera_motion_des = False
vis_U = False
vis_D = False
vis_L = False
vis_R = False
vis_I = False
vis_O = False
vis_ACW = False
vis_CW = False
vis_combine1 = False
vis_combine2 = False
vis_combine3 = False
vis_combine3_des = False
vis_speed = False
vis_Pose_1, vis_Pose_2, vis_Pose_3, vis_Pose_4 = False, False, False, False
vis_Pose_5, vis_Pose_6, vis_Pose_7, vis_Pose_8 = False, False, False, False
vis_camera_args = False
vis_camera_reset = False
vis_camera_vis = False
vis_vis_camera = False
# object motion control
vis_provided_traj = False
vis_provided_traj_des = False
vis_draw_yourself = False
vis_draw_run_status = False
vis_traj_1, vis_traj_2, vis_traj_3, vis_traj_4 = False, False, False, False
vis_traj_5, vis_traj_6, vis_traj_7, vis_traj_8 = False, False, False, False
traj_args = False
traj_droplast, traj_reset = False, False
traj_vis = False
traj_input, vis_traj = False, False
# generate video
vis_step3_prompt_generate = False
vis_prompt = False
vis_num_samples = False
vis_seed = False
vis_start = False
vis_gen_video = False
vis_step2_camera_motion = False
vis_step2_camera_motion_des = False
vis_camera_mode = False
vis_camera_info = False
vis_step2_object_motion = False
vis_step2_object_motion_des = False
vis_traj_mode = False
vis_traj_info = False
step2_camera_object_motion = False
step2_camera_object_motion_des = False
vis_step1 = True
vis_step1_dec = True
vis_infer_mode = True
mode_info = True
if model_name == BASE_MODEL[0]:
interative_mode = True
else:
interative_mode = False
return gr.update(visible=vis_step1), \
gr.update(visible=vis_step1_dec), \
gr.update(visible=vis_infer_mode, value=MODE[0], interactive=interative_mode), \
gr.update(visible=mode_info), \
gr.update(visible=vis_step2_camera_motion), \
gr.update(visible=vis_step2_camera_motion_des), \
gr.update(visible=vis_camera_mode), \
gr.update(visible=vis_camera_info), \
gr.update(visible=vis_basic_camera_motion), \
gr.update(visible=vis_basic_camera_motion_des), \
gr.update(visible=vis_custom_camera_motion), \
gr.update(visible=vis_custom_run_status), \
gr.update(visible=vis_complex_camera_motion), \
gr.update(visible=vis_complex_camera_motion_des), \
gr.update(visible=vis_U), gr.update(visible=vis_D), gr.update(visible=vis_L), gr.update(visible=vis_R), \
gr.update(visible=vis_I), gr.update(visible=vis_O), gr.update(visible=vis_ACW), gr.update(visible=vis_CW), \
gr.update(visible=vis_combine1), gr.update(visible=vis_combine2), gr.update(visible=vis_combine3), gr.update(visible=vis_combine3_des), \
gr.update(visible=vis_speed), \
gr.update(visible=vis_Pose_1), gr.update(visible=vis_Pose_2), gr.update(visible=vis_Pose_3), gr.update(visible=vis_Pose_4), \
gr.update(visible=vis_Pose_5), gr.update(visible=vis_Pose_6), gr.update(visible=vis_Pose_7), gr.update(visible=vis_Pose_8), \
gr.update(visible=vis_camera_args, value=None), \
gr.update(visible=vis_camera_reset), gr.update(visible=vis_camera_vis), \
gr.update(visible=vis_vis_camera, value=None), \
gr.update(visible=vis_step2_object_motion), \
gr.update(visible=vis_step2_object_motion_des), \
gr.update(visible=vis_traj_mode), \
gr.update(visible=vis_traj_info), \
gr.update(visible=vis_provided_traj), \
gr.update(visible=vis_provided_traj_des), \
gr.update(visible=vis_draw_yourself), \
gr.update(visible=vis_draw_run_status), \
gr.update(visible=vis_traj_1), gr.update(visible=vis_traj_2), gr.update(visible=vis_traj_3), gr.update(visible=vis_traj_4), \
gr.update(visible=vis_traj_5), gr.update(visible=vis_traj_6), gr.update(visible=vis_traj_7), gr.update(visible=vis_traj_8), \
gr.update(visible=traj_args), \
gr.update(visible=traj_droplast), gr.update(visible=traj_reset), \
gr.update(visible=traj_vis), \
gr.update(visible=traj_input), gr.update(visible=vis_traj, value=None), \
gr.update(visible=step2_camera_object_motion), \
gr.update(visible=step2_camera_object_motion_des), \
gr.update(visible=vis_step3_prompt_generate), \
gr.update(visible=vis_prompt), \
gr.update(visible=vis_num_samples), \
gr.update(visible=vis_seed), \
gr.update(visible=vis_start), \
gr.update(visible=vis_gen_video)
def visualized_step2(infer_mode):
# reset
reset_camera()
fn_traj_reset()
# camera motion control
vis_basic_camera_motion = False
vis_basic_camera_motion_des = False
vis_custom_camera_motion = False
vis_custom_run_status = False
vis_complex_camera_motion = False
vis_complex_camera_motion_des = False
vis_U = False
vis_D = False
vis_L = False
vis_R = False
vis_I = False
vis_O = False
vis_ACW = False
vis_CW = False
vis_combine1 = False
vis_combine2 = False
vis_combine3 = False
vis_combine3_des = False
vis_speed = False
vis_Pose_1, vis_Pose_2, vis_Pose_3, vis_Pose_4 = False, False, False, False
vis_Pose_5, vis_Pose_6, vis_Pose_7, vis_Pose_8 = False, False, False, False
vis_camera_args = False
vis_camera_reset = False
vis_camera_vis = False
vis_vis_camera = False
# object motion control
vis_provided_traj = False
vis_provided_traj_des = False
vis_draw_yourself = False
vis_draw_run_status = False
vis_traj_1, vis_traj_2, vis_traj_3, vis_traj_4 = False, False, False, False
vis_traj_5, vis_traj_6, vis_traj_7, vis_traj_8 = False, False, False, False
traj_args = False
traj_droplast, traj_reset = False, False
traj_vis = False
traj_input, vis_traj = False, False
# generate video
vis_step3_prompt_generate = False
vis_prompt = False
vis_num_samples = False
vis_seed = False
vis_start = False
vis_gen_video = False
if infer_mode == MODE[0]:
vis_step2_camera_motion = True
vis_step2_camera_motion_des = True
vis_camera_mode = True
vis_camera_info = True
vis_step2_object_motion = False
vis_step2_object_motion_des = False
vis_traj_mode = False
vis_traj_info = False
step2_camera_object_motion = False
step2_camera_object_motion_des = False
elif infer_mode == MODE[1]:
vis_step2_camera_motion = False
vis_step2_camera_motion_des = False
vis_camera_mode = False
vis_camera_info = False
vis_step2_object_motion = True
vis_step2_object_motion_des = True
vis_traj_mode = True
vis_traj_info = True
step2_camera_object_motion = False
step2_camera_object_motion_des = False
else: #infer_mode == MODE[2]:
vis_step2_camera_motion = True
vis_step2_camera_motion_des = True
vis_camera_mode = True
vis_camera_info = True
vis_step2_object_motion = False
vis_step2_object_motion_des = False
vis_traj_mode = False
vis_traj_info = False
step2_camera_object_motion = True
step2_camera_object_motion_des = True
return gr.update(visible=vis_step2_camera_motion), \
gr.update(visible=vis_step2_camera_motion_des), \
gr.update(visible=vis_camera_mode), \
gr.update(visible=vis_camera_info), \
gr.update(visible=vis_basic_camera_motion), \
gr.update(visible=vis_basic_camera_motion_des), \
gr.update(visible=vis_custom_camera_motion), \
gr.update(visible=vis_custom_run_status), \
gr.update(visible=vis_complex_camera_motion), \
gr.update(visible=vis_complex_camera_motion_des), \
gr.update(visible=vis_U), gr.update(visible=vis_D), gr.update(visible=vis_L), gr.update(visible=vis_R), \
gr.update(visible=vis_I), gr.update(visible=vis_O), gr.update(visible=vis_ACW), gr.update(visible=vis_CW), \
gr.update(visible=vis_combine1), gr.update(visible=vis_combine2), gr.update(visible=vis_combine3), gr.update(visible=vis_combine3_des), \
gr.update(visible=vis_speed), \
gr.update(visible=vis_Pose_1), gr.update(visible=vis_Pose_2), gr.update(visible=vis_Pose_3), gr.update(visible=vis_Pose_4), \
gr.update(visible=vis_Pose_5), gr.update(visible=vis_Pose_6), gr.update(visible=vis_Pose_7), gr.update(visible=vis_Pose_8), \
gr.update(visible=vis_camera_args, value=None), \
gr.update(visible=vis_camera_reset), gr.update(visible=vis_camera_vis), \
gr.update(visible=vis_vis_camera, value=None), \
gr.update(visible=vis_step2_object_motion), \
gr.update(visible=vis_step2_object_motion_des), \
gr.update(visible=vis_traj_mode), \
gr.update(visible=vis_traj_info), \
gr.update(visible=vis_provided_traj), \
gr.update(visible=vis_provided_traj_des), \
gr.update(visible=vis_draw_yourself), \
gr.update(visible=vis_draw_run_status), \
gr.update(visible=vis_traj_1), gr.update(visible=vis_traj_2), gr.update(visible=vis_traj_3), gr.update(visible=vis_traj_4), \
gr.update(visible=vis_traj_5), gr.update(visible=vis_traj_6), gr.update(visible=vis_traj_7), gr.update(visible=vis_traj_8), \
gr.update(visible=traj_args), \
gr.update(visible=traj_droplast), gr.update(visible=traj_reset), \
gr.update(visible=traj_vis), \
gr.update(visible=traj_input), gr.update(visible=vis_traj, value=None), \
gr.update(visible=step2_camera_object_motion), \
gr.update(visible=step2_camera_object_motion_des), \
gr.update(visible=vis_step3_prompt_generate), \
gr.update(visible=vis_prompt), \
gr.update(visible=vis_num_samples), \
gr.update(visible=vis_seed), \
gr.update(visible=vis_start), \
gr.update(visible=vis_gen_video)
def visualized_camera_poses(step2_camera_motion):
reset_camera()
# generate video
vis_step3_prompt_generate = False
vis_prompt = False
vis_num_samples = False
vis_seed = False
vis_start = False
vis_gen_video = False
if step2_camera_motion == CAMERA_MOTION_MODE[0]:
vis_basic_camera_motion = True
vis_basic_camera_motion_des = True
vis_custom_camera_motion = False
vis_custom_run_status = False
vis_complex_camera_motion = False
vis_complex_camera_motion_des = False
vis_U = True
vis_D = True
vis_L = True
vis_R = True
vis_I = True
vis_O = True
vis_ACW = True
vis_CW = True
vis_combine1 = False
vis_combine2 = False
vis_combine3 = False
vis_combine3_des = False
vis_speed = True
vis_Pose_1, vis_Pose_2, vis_Pose_3, vis_Pose_4 = False, False, False, False
vis_Pose_5, vis_Pose_6, vis_Pose_7, vis_Pose_8 = False, False, False, False
elif step2_camera_motion == CAMERA_MOTION_MODE[1]:
vis_basic_camera_motion = False
vis_basic_camera_motion_des = False
vis_custom_camera_motion = False
vis_custom_run_status = False
vis_complex_camera_motion = True
vis_complex_camera_motion_des = True
vis_U = False
vis_D = False
vis_L = False
vis_R = False
vis_I = False
vis_O = False
vis_ACW = False
vis_CW = False
vis_combine1 = False
vis_combine2 = False
vis_combine3 = False
vis_combine3_des = False
vis_speed = False
vis_Pose_1, vis_Pose_2, vis_Pose_3, vis_Pose_4 = True, True, True, True
vis_Pose_5, vis_Pose_6, vis_Pose_7, vis_Pose_8 = True, True, True, True
else: # step2_camera_motion = CAMERA_MOTION_MODE[2]:
vis_basic_camera_motion = False
vis_basic_camera_motion_des = False
vis_custom_camera_motion = True
vis_custom_run_status = True
vis_complex_camera_motion = False
vis_complex_camera_motion_des = False
vis_U = False
vis_D = False
vis_L = False
vis_R = False
vis_I = False
vis_O = False
vis_ACW = False
vis_CW = False
vis_combine1 = True
vis_combine2 = True
vis_combine3 = True
vis_combine3_des = True
vis_speed = False
vis_Pose_1, vis_Pose_2, vis_Pose_3, vis_Pose_4 = False, False, False, False
vis_Pose_5, vis_Pose_6, vis_Pose_7, vis_Pose_8 = False, False, False, False
vis_camera_args = True
vis_camera_reset = True
vis_camera_vis = True
vis_vis_camera = True
return gr.update(visible=vis_basic_camera_motion), \
gr.update(visible=vis_basic_camera_motion_des), \
gr.update(visible=vis_custom_camera_motion), \
gr.update(visible=vis_custom_run_status), \
gr.update(visible=vis_complex_camera_motion), \
gr.update(visible=vis_complex_camera_motion_des), \
gr.update(visible=vis_U), gr.update(visible=vis_D), gr.update(visible=vis_L), gr.update(visible=vis_R), \
gr.update(visible=vis_I), gr.update(visible=vis_O), gr.update(visible=vis_ACW), gr.update(visible=vis_CW), \
gr.update(visible=vis_combine1), gr.update(visible=vis_combine2), gr.update(visible=vis_combine3), gr.update(visible=vis_combine3_des), \
gr.update(visible=vis_speed), \
gr.update(visible=vis_Pose_1), gr.update(visible=vis_Pose_2), gr.update(visible=vis_Pose_3), gr.update(visible=vis_Pose_4), \
gr.update(visible=vis_Pose_5), gr.update(visible=vis_Pose_6), gr.update(visible=vis_Pose_7), gr.update(visible=vis_Pose_8), \
gr.update(visible=vis_camera_args, value=None), \
gr.update(visible=vis_camera_reset), gr.update(visible=vis_camera_vis), \
gr.update(visible=vis_vis_camera, value=None), \
gr.update(visible=vis_step3_prompt_generate), \
gr.update(visible=vis_prompt), \
gr.update(visible=vis_num_samples), \
gr.update(visible=vis_seed), \
gr.update(visible=vis_start), \
gr.update(visible=vis_gen_video)
def visualized_traj_poses(step2_object_motion):
fn_traj_reset()
# generate video
vis_step3_prompt_generate = False
vis_prompt = False
vis_num_samples = False
vis_seed = False
vis_start = False
vis_gen_video = False
if step2_object_motion == "Provided Trajectory":
vis_provided_traj = True
vis_provided_traj_des = True
vis_draw_yourself = False
vis_draw_run_status = False
vis_traj_1, vis_traj_2, vis_traj_3, vis_traj_4 = True, True, True, True
vis_traj_5, vis_traj_6, vis_traj_7, vis_traj_8 = True, True, True, True
traj_args = True
traj_droplast, traj_reset = False, True
traj_vis = True
traj_input, vis_traj = False, True
elif step2_object_motion == "Custom Trajectory":
vis_provided_traj = False
vis_provided_traj_des = False
vis_draw_yourself = True
vis_draw_run_status = True
vis_traj_1, vis_traj_2, vis_traj_3, vis_traj_4 = False, False, False, False
vis_traj_5, vis_traj_6, vis_traj_7, vis_traj_8 = False, False, False, False
traj_args = True
traj_droplast, traj_reset = True, True
traj_vis = True
traj_input, vis_traj = True, True
return gr.update(visible=vis_provided_traj), \
gr.update(visible=vis_provided_traj_des), \
gr.update(visible=vis_draw_yourself), \
gr.update(visible=vis_draw_run_status), \
gr.update(visible=vis_traj_1), gr.update(visible=vis_traj_2), gr.update(visible=vis_traj_3), gr.update(visible=vis_traj_4), \
gr.update(visible=vis_traj_5), gr.update(visible=vis_traj_6), gr.update(visible=vis_traj_7), gr.update(visible=vis_traj_8), \
gr.update(visible=traj_args), \
gr.update(visible=traj_droplast), gr.update(visible=traj_reset), \
gr.update(visible=traj_vis), \
gr.update(visible=traj_input), gr.update(visible=vis_traj, value=None), \
gr.update(visible=vis_step3_prompt_generate), \
gr.update(visible=vis_prompt), \
gr.update(visible=vis_num_samples), \
gr.update(visible=vis_seed), \
gr.update(visible=vis_start), \
gr.update(visible=vis_gen_video)
def add_camera_motion(camera_motion, camera_mode):
# global camera_dict
if camera_dict['complex'] is not None:
camera_dict['complex'] = None
if camera_mode == CAMERA_MOTION_MODE[2] and len(camera_dict['motion']) <2:
camera_dict['motion'].append(camera_motion)
else:
camera_dict['motion']=[camera_motion]
return display_camera_info(camera_dict, camera_mode)
def add_complex_camera_motion(camera_motion):
# global camera_dict
camera_dict['complex']=camera_motion
return display_camera_info(camera_dict)
def change_camera_mode(combine_type, camera_mode):
global camera_dict
camera_dict['mode'] = combine_type
# return display_camera_info(camera_dict, camera_mode)
vis_U = True
vis_D = True
vis_L = True
vis_R = True
vis_I = True
vis_O = True
vis_ACW = True
vis_CW = True
vis_speed = True
vis_combine3_des = False
return display_camera_info(camera_dict, camera_mode), \
gr.update(visible=vis_U), \
gr.update(visible=vis_D), \
gr.update(visible=vis_L),\
gr.update(visible=vis_R), \
gr.update(visible=vis_I), \
gr.update(visible=vis_O), \
gr.update(visible=vis_ACW), \
gr.update(visible=vis_CW), \
gr.update(visible=vis_speed), \
gr.update(visible=vis_combine3_des)
def input_raw_camera_pose(combine_type, camera_mode):
# global camera_dict
camera_dict['mode'] = combine_type
vis_U = False
vis_D = False
vis_L = False
vis_R = False
vis_I = False
vis_O = False
vis_ACW = False
vis_CW = False
vis_speed = True
vis_combine3_des = True
return gr.update(value='1 0 0 0 0 1 0 0 0 0 1 0\n1 0 0 0 0 1 0 0 0 0 1 -0.225\n1 0 0 0 0 1 0 0 0 0 1 -0.45\n1 0 0 0 0 1 0 0 0 0 1 -0.675\n1 0 0 0 0 1 0 0 0 0 1 -0.9\n1 0 0 0 0 1 0 0 0 0 1 -1.125\n1 0 0 0 0 1 0 0 0 0 1 -1.35\n1 0 0 0 0 1 0 0 0 0 1 -1.575\n1 0 0 0 0 1 0 0 0 0 1 -1.8\n1 0 0 0 0 1 0 0 0 0 1 -2.025\n1 0 0 0 0 1 0 0 0 0 1 -2.25\n1 0 0 0 0 1 0 0 0 0 1 -2.475\n1 0 0 0 0 1 0 0 0 0 1 -2.7\n1 0 0 0 0 1 0 0 0 0 1 -2.925\n1 0 0 0 0 1 0 0 0 0 1 -3.15\n1 0 0 0 0 1 0 0 0 0 1 -3.375\n', max_lines=16, interactive=True), \
gr.update(visible=vis_U), \
gr.update(visible=vis_D), \
gr.update(visible=vis_L),\
gr.update(visible=vis_R), \
gr.update(visible=vis_I), \
gr.update(visible=vis_O), \
gr.update(visible=vis_ACW), \
gr.update(visible=vis_CW), \
gr.update(visible=vis_speed), \
gr.update(visible=vis_combine3_des)
def change_camera_speed(camera_speed):
# global camera_dict
camera_dict['speed'] = camera_speed
return display_camera_info(camera_dict)
def add_traj_point(evt: gr.SelectData, ):
# global traj_list
traj_list.append(evt.index)
traj_str = [f"{traj}" for traj in traj_list]
return ", ".join(traj_str)
def add_provided_traj(traj_name):
# global traj_list
traj_list = get_provided_traj(traj_name)
traj_str = [f"{traj}" for traj in traj_list]
return ", ".join(traj_str)
def fn_traj_droplast():
# global traj_list
if traj_list:
traj_list.pop()
if traj_list:
traj_str = [f"{traj}" for traj in traj_list]
return ", ".join(traj_str)
else:
return "Click to specify trajectory"
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