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TODO

velocity 自定义 combine paths for obj to one

P

  1. 30fps / 60fps : It's a coomon issue in simulation world, usually a higher steps per second make the simulation more stable and accurate. Also the collision margin maight help.
  2. path3: (s:1.reset oriantation or predefined action or ?)
  3. radius = 0.4 won't move

Habitat-sim-ext

Idea

  • 函数化 and json
  • What if agents walk into each other?
  • stuck on stairs?
  • better navmesh is very important
  • do other walker need to do defined walking or just random walk is enough?
from habitat_sim.utils import mypy
##############
is_success, location?? = mypy.do_someth(sim, obj_id, jason_and_object_path = 'data/objects')

then in mypy.py

def mypy(sim, obj_id, scale, jason_and_object_path):
  config = loadjason(jason_and_object_path)
  
  name = config["name"]
  kinematic = config["kinematic"]
  motion_type = ...DYNAMIC? KINEMATIC? STATIC?
  # if DYNAMIC:
  forces,torques,instantanious_initial_velocities
  # if KINEMATIC:
  translation,rotation
  
  velocity = ...
  obj_template_handle = obj_attr_mgr.get_file_template_handles(name)[0]
  • Habitat 2.0 Tutorial Ref, include: modify an object's user-defined configurations

GeneralP

  • Kinematic复杂的运动?接收一个translation matrix? 那之后bounding box怎么办?
  • 在用户给定的bb
  • 高度规定,寻路
  • bb限制运动轨迹
  • 找一些复杂的模型(人,机器人)

1.试试新机器人模型 2.台阶高度 3.新的step

Dataset

Paper with code

  1. DAVIS
  2. KITTI
  3. LASIESTA
  4. PETS2001
  5. PESMOD
  6. LaSOT
  7. GOT-10k
  8. TbD-3D
  9. VisDrone-Dataset
  10. FMO

Paper

https://arxiv.org/abs/2001.05238

https://github.com/tfzhou/MATNet

https://github.com/schmiddo/d2conv3d

https://github.com/sabarim/3DC-Seg

https://github.com/antonilo/unsupervised_detection

https://github.com/antonilo/unsupervised_detection

https://github.com/seoungwugoh/STM

https://www.vision.rwth-aachen.de/page/mots

https://paperswithcode.com/paper/shifting-more-attention-to-video-salient

https://github.com/tri-ml/dd3d

https://github.com/ZSVOS/HGPU

MOD method

  1. MODNet

Issues

  1. Object_id to semantic_id mapping and: facebookresearch/habitat-sim#910
  2. set semantic id
  3. use Replica within AI Habitat

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