diff --git a/indoor_motor/bpy_render_views.py b/indoor_motor/bpy_render_views.py new file mode 100644 index 0000000000000000000000000000000000000000..177f1c06aa99b69918b4bb006dfd2e13934a0da2 --- /dev/null +++ b/indoor_motor/bpy_render_views.py @@ -0,0 +1,193 @@ +import argparse +import os +import json +from math import radians +import bpy +import numpy as np + +COLOR_SPACES = ["display", "linear"] +DEVICES = ["cpu", "cuda", "optix"] + +def listify_matrix(matrix): + matrix_list = [] + for row in matrix: + matrix_list.append(list(row)) + return matrix_list + +def parent_obj_to_camera(b_camera, origin): + b_empty = bpy.data.objects.new("Empty", None) + b_empty.location = origin + b_camera.parent = b_empty + + scn = bpy.context.scene + scn.collection.objects.link(b_empty) + bpy.context.view_layer.objects.active = b_empty + + return b_empty + +def main(args): + bpy.ops.wm.open_mainfile(filepath=args.blend_path) + + scene = bpy.data.scenes["Scene"] + scene.render.engine = "CYCLES" + scene.render.use_persistent_data = True + scene.cycles.samples = 256 + bpy.context.scene.unit_settings.scale_length = 0.01 + if args.device == "cpu": + bpy.context.preferences.addons["cycles"].preferences.compute_device_type = "NONE" + bpy.context.scene.cycles.device = "CPU" + elif args.device == "cuda": + bpy.context.preferences.addons["cycles"].preferences.compute_device_type = "CUDA" + bpy.context.scene.cycles.device = "GPU" + elif args.device == "optix": + bpy.context.preferences.addons["cycles"].preferences.compute_device_type = "OPTIX" + bpy.context.scene.cycles.device = "GPU" + bpy.context.preferences.addons["cycles"].preferences.get_devices() + + scene.view_layers[0].use_pass_combined = True + scene.use_nodes = True + tree = scene.node_tree + + if args.depth: + scene.view_layers[0].use_pass_z = True + combine_color = tree.nodes.new("CompositorNodeCombineColor") + depth_output = tree.nodes.new("CompositorNodeOutputFile") + if args.normal: + scene.view_layers[0].use_pass_normal = True + normal_output = tree.nodes.new("CompositorNodeOutputFile") + if args.depth or args.normal: + render_layers = tree.nodes.new("CompositorNodeRLayers") + + scene.render.filepath = args.renders_path + scene.render.use_file_extension = True + scene.render.use_overwrite = True + scene.render.image_settings.color_mode = "RGBA" + + if args.color_space == "display": + scene.render.image_settings.file_format = "PNG" + scene.render.image_settings.color_depth = "8" + scene.render.image_settings.color_management = "FOLLOW_SCENE" + elif args.color_space == "linear": + scene.render.image_settings.file_format = "OPEN_EXR" + scene.render.image_settings.color_depth = "32" + + if args.depth: + depth_output.base_path = os.path.join(args.renders_path, "depth") + depth_output.file_slots[0].use_node_format = True + scene.frame_set(0) + + depth_output.format.file_format = "OPEN_EXR" + depth_output.format.color_mode = "RGB" + depth_output.format.color_depth = "32" + depth_output.format.exr_codec = "NONE" + + links = tree.links + combine_color.mode = "RGB" + links.new(render_layers.outputs["Depth"], combine_color.inputs["Red"]) + combine_color.inputs["Green"].default_value = 0 + combine_color.inputs["Blue"].default_value = 0 + combine_color.inputs["Alpha"].default_value = 1 + + links.new(combine_color.outputs["Image"], depth_output.inputs["Image"]) + + if args.normal: + normal_output.base_path = os.path.join(args.renders_path, "normal") + normal_output.file_slots[0].use_node_format = True + scene.frame_set(0) + + normal_output.format.file_format = "OPEN_EXR" + normal_output.format.color_mode = "RGB" + normal_output.format.color_depth = "32" + normal_output.format.exr_codec = "NONE" + + links = tree.links + combine_color.mode = "RGB" + links.new(render_layers.outputs["Normal"], normal_output.inputs["Image"]) + + scene.render.dither_intensity = 0.0 + scene.render.film_transparent = True + scene.render.resolution_percentage = 100 + scene.render.resolution_x = args.resolution[0] + scene.render.resolution_y = args.resolution[1] + + cam = bpy.data.objects["Camera"] + cam.location = (0.0, -3.5 , 0.5) + cam.rotation_mode = "XYZ" + cam_constraint = cam.constraints.new(type="TRACK_TO") + cam_constraint.track_axis = "TRACK_NEGATIVE_Z" + cam_constraint.up_axis = "UP_Y" + b_empty = parent_obj_to_camera(cam, (0, -4.0, 1.0)) + cam_constraint.target = b_empty + + args.renders_path = os.path.normpath(args.renders_path) + folder_name = os.path.basename(args.renders_path) + renders_parent_path = os.path.dirname(args.renders_path) + transforms_path = os.path.join(renders_parent_path, f"transforms_{folder_name}.json") + + stepsize = 360.0 / args.num_views + out_data = { + "camera_angle_x": cam.data.angle_x, + "frames": [] + } + + for i in range(args.num_views): + if args.random_views: + if args.upper_views: + # 从上半球随机采样视图 + # 限制 x 轴(pitch)的旋转范围以避免向下拍摄 + pitch = radians(np.random.uniform(-15.0 , 15.0)) # 限制俯仰角在 0 到 90 度之间 + yaw = radians(np.random.uniform(0, 360)) # 随机偏航角 + b_empty.rotation_euler = (pitch, 0, yaw) + else: + # 完全随机采样视图 + b_empty.rotation_euler = ( + radians(np.random.uniform(0, 180)), + 0, + radians(np.random.uniform(0, 360)) + ) + else: + # 等间隔采样视图 + b_empty.rotation_euler[2] = radians(i * stepsize) + + scene.render.filepath = os.path.join(args.renders_path, f"r_{i}") + if args.depth: + depth_output.file_slots[0].path = f"r_{i}" + if args.normal: + normal_output.file_slots[0].path = f"r_{i}" + bpy.ops.render.render(write_still=True) + + if args.depth: + os.rename(os.path.join(depth_output.base_path, f"r_{i}0000.exr"), + os.path.join(depth_output.base_path, f"r_{i}.exr")) + if args.normal: + os.rename(os.path.join(normal_output.base_path, f"r_{i}0000.exr"), + os.path.join(normal_output.base_path, f"r_{i}.exr")) + + frame_data = { + "file_path": os.path.join(".", os.path.relpath(scene.render.filepath, start=renders_parent_path)), + "rotation": radians(i * stepsize), + "transform_matrix": listify_matrix(cam.matrix_world) + } + out_data["frames"].append(frame_data) + + with open(transforms_path, "w") as out_file: + json.dump(out_data, out_file, indent=4) + +if __name__ == "__main__": + parser = argparse.ArgumentParser(description="Script for rendering novel views of synthetic Blender scenes.") + parser.add_argument("blend_path", type=str, help="Path to the blend-file of the synthetic Blender scene.") + parser.add_argument("renders_path", type=str, help="Desired path to the novel view renders.") + parser.add_argument("num_views", type=int, help="Number of novel view renders.") + parser.add_argument("resolution", type=int, nargs=2, default=[1080, 720], help="Image resolution of the novel view renders.") + parser.add_argument("--color_space", type=str, choices=COLOR_SPACES, default="display", help="Color space of the output novel view images.") + parser.add_argument("--device", type=str, choices=DEVICES, default="cuda", help="Compute device type for rendering.") + parser.add_argument("--random_views", action="store_true", help="Randomly sample novel views.") + parser.add_argument("--upper_views", action="store_true", help="Only sample novel views from the upper hemisphere.") + parser.add_argument("--depth", action="store_true", help="Render depth maps too.") + parser.add_argument("--normal", action="store_true", help="Render normal maps too.") + args = parser.parse_args() + + main(args) +# python bpy_render_views.py /home/falcary/workstation/blender_env_indoors_dataset/outputs/Capsule/Capsule_Trajetory/C ./test/ 200 800 800 --color_space display --device cuda --random_views --depth --normal +# python bpy_render_views.py /home/falcary/workstation/blender_env_indoors_dataset/indoors_car/car_obj/Lighting Scene-1_Trajectory.blend ./val/ 10 800 800 --color_space display --device optix --depth --normal + \ No newline at end of file diff --git a/indoor_motor/get_trajectory_in_blender.py b/indoor_motor/get_trajectory_in_blender.py new file mode 100644 index 0000000000000000000000000000000000000000..f09619f5929fea31d2e49006f90ed96630b248fa --- /dev/null +++ b/indoor_motor/get_trajectory_in_blender.py @@ -0,0 +1,67 @@ +import bpy +import csv +from math import pi + +# 设置导出文件的路径 +export_file = "/home/falcary/workstation/blender_env_indoors_dataset/outputs/Capsule/output_in_blender.csv" + +# 假设动画以24帧每秒的速度播放 +# 每帧之间的时间间隔(秒) +frame_duration = 1 / 10 + +# 获取当前激活的相机对象 +camera = bpy.context.scene.camera + +# 如果存在相机且相机类型是'CAMERA' +if camera is not None and camera.type == 'CAMERA': + # 获取当前场景的起始和结束帧 + start_frame = bpy.context.scene.frame_start + end_frame = bpy.context.scene.frame_end + + # 准备存储相机变换数据的列表 + camera_transforms = [] + + # 遍历指定的帧范围内的每一帧 + for frame in range(start_frame, end_frame + 1): + # 设置当前帧 + bpy.context.scene.frame_set(frame) + # 更新场景以获取最新数据 + bpy.context.view_layer.update() + bpy.context.evaluated_depsgraph_get().update() + + # 获取相机的世界坐标位置 + loc = camera.matrix_world.to_translation() + # 获取相机的世界旋转(欧拉角) + rot = camera.matrix_world.to_euler('XYZ') + + # 计算时间戳,假设帧率为24fps,将帧转换为微秒 + timestamp = (frame - start_frame) * frame_duration * 1e7 + scale = 1.0 + # 添加位置和旋转数据到列表 + camera_transforms.append({ + 'timestamp': int(timestamp), # 时间戳为整数微秒 + 'x': loc.x * scale, + 'y': loc.y * scale, + 'z': loc.z * scale, + # 将旋转角度转换为弧度,确保在[0, 2*pi)范围内 + 'rx': (rot.x + 2 * pi) % (2 * pi), + 'ry': (rot.y + 2 * pi) % (2 * pi), + 'rz': (rot.z + 2 * pi) % (2 * pi), + }) + + # 导出到CSV文件 + with open(export_file, 'w', newline='') as csvfile: + fieldnames = ['timestamp', 'x', 'y', 'z', 'rx', 'ry', 'rz'] + writer = csv.DictWriter(csvfile, fieldnames=fieldnames) + + # 写入表头 + csvfile.write('# ' + ', '.join(fieldnames) + '\n') + + # 写入变换数据 + for transform in camera_transforms: + writer.writerow(transform) + + print(f"Camera transforms exported to {export_file}") +else: + print("No camera selected or active object is not a camera.") + diff --git a/indoor_motor/get_trajectory_in_blender_quan.py b/indoor_motor/get_trajectory_in_blender_quan.py new file mode 100644 index 0000000000000000000000000000000000000000..e3699597aee224207c00a30ef124307ff9efefab --- /dev/null +++ b/indoor_motor/get_trajectory_in_blender_quan.py @@ -0,0 +1,68 @@ +import bpy +import csv +from math import pi + +# 设置导出文件的路 +export_file = "/home/falcary/workstation/blender_env_indoors_dataset/outputs/AI58_002/output_in_blender_quan.csv" + +# 假设动画以24帧每秒的速度播放 +# 每帧之间的时间间隔(秒) +frame_duration = 1 / 10 + +# 获取当前激活的相机对象 +camera = bpy.context.scene.camera +bpy.context.scene.unit_settings.scale_length = 1.00 + +# 如果存在相机且相机类型是'CAMERA' +if camera is not None and camera.type == 'CAMERA': + # 获取当前场景的起始和结束帧 + start_frame = bpy.context.scene.frame_start + end_frame = bpy.context.scene.frame_end + + # 准备存储相机变换数据的列表 + camera_transforms = [] + + # 遍历指定的帧范围内的每一帧 + for frame in range(start_frame, end_frame + 1): + # 设置当前帧 + bpy.context.scene.frame_set(frame) + # 更新场景以获取最新数据 + bpy.context.view_layer.update() + bpy.context.evaluated_depsgraph_get().update() + + # 获取相机的世界坐标位置 + loc = camera.matrix_world.to_translation() + # 获取相机的世界旋转(四元数) + quat = camera.matrix_world.to_quaternion() + + # 计算时间戳,假设帧率为24fps,将帧转换为微秒 + timestamp = (frame - start_frame) * frame_duration * 1e7 + scale = bpy.context.scene.unit_settings.scale_length + # 添加位置和旋转数据到列表 + camera_transforms.append({ + 'timestamp': int(timestamp), # 时间戳为整数微秒 + 'x': loc.x * scale, + 'y': loc.y * scale, + 'z': loc.z * scale, + 'qx': quat.x, + 'qy': quat.y, + 'qz': quat.z, + 'qw': quat.w, + }) + + # 导出到CSV文件 + with open(export_file, 'w', newline='') as csvfile: + fieldnames = ['timestamp', 'x', 'y', 'z', 'qx', 'qy', 'qz', 'qw'] + writer = csv.DictWriter(csvfile, fieldnames=fieldnames) + + # 写入表头 + csvfile.write('# ' + ', '.join(fieldnames) + '\n') + + # 写入变换数据 + for transform in camera_transforms: + writer.writerow(transform) + + print(f"Camera transforms exported to {export_file}") +else: + print("No camera selected or active object is not a camera.") + diff --git a/indoor_motor/output_in_blender_quan.csv b/indoor_motor/output_in_blender_quan.csv new file mode 100644 index 0000000000000000000000000000000000000000..4bd676db01ee20769600e9786a1d1f49a6a19236 --- /dev/null +++ b/indoor_motor/output_in_blender_quan.csv @@ -0,0 +1,3001 @@ +# timestamp, x, y, z, qx, qy, qz, qw +0,-0.9018058776855469,-9.205591201782227,2.0120368003845215,0.6336104273796082,-0.05463992804288864,-0.06630387902259827,0.7688668370246887 +1000000,-0.9117552042007446,-9.205188751220703,2.012044906616211,0.6335763931274414,-0.05523594468832016,-0.06702402234077454,0.7687898278236389 +2000000,-0.9217045903205872,-9.20478630065918,2.0120530128479004,0.633542001247406,-0.0558316707611084,-0.0677437037229538,0.768712043762207 +3000000,-0.9316539168357849,-9.204383850097656,2.0120608806610107,0.6335073113441467,-0.056427087634801865,-0.06846289336681366,0.7686334252357483 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