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# TODO | ||
velocity 自定义 | ||
combine paths for obj to one | ||
# project structure | ||
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# 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](https://aihabitat.org/docs/habitat-sim/managed-rigid-object-tutorial.html#kinematic-object-placement), 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) | ||
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1.试试新机器人模型 | ||
2.台阶高度 | ||
3.新的step | ||
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## Dataset | ||
[Paper with code](https://paperswithcode.com/sota/unsupervised-video-object-segmentation-on) | ||
1. [DAVIS](https://davischallenge.org/) | ||
2. [KITTI](http://www.cvlibs.net/datasets/kitti/) | ||
3. [LASIESTA](https://www.gti.ssr.upm.es/data/lasiesta_database.html) | ||
4. [PETS2001](https://limu.ait.kyushu-u.ac.jp/dataset/en/) | ||
5. [PESMOD](https://github.com/mribrahim/PESMOD) | ||
6. [LaSOT](https://paperswithcode.com/dataset/lasot) | ||
7. [GOT-10k](https://paperswithcode.com/dataset/got-10k) | ||
8. [TbD-3D](https://paperswithcode.com/dataset/tbd-3d) | ||
9. [VisDrone-Dataset](https://github.com/VisDrone/VisDrone-Dataset) | ||
10. [FMO](http://cmp.felk.cvut.cz/fmo/) | ||
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## Paper | ||
https://arxiv.org/abs/2001.05238 | ||
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https://github.com/tfzhou/MATNet | ||
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https://github.com/schmiddo/d2conv3d | ||
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https://github.com/sabarim/3DC-Seg | ||
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https://github.com/antonilo/unsupervised_detection | ||
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https://github.com/antonilo/unsupervised_detection | ||
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https://github.com/seoungwugoh/STM | ||
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https://www.vision.rwth-aachen.de/page/mots | ||
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https://paperswithcode.com/paper/shifting-more-attention-to-video-salient | ||
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https://github.com/tri-ml/dd3d | ||
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https://github.com/ZSVOS/HGPU | ||
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## MOD method | ||
1. [MODNet](http://webdocs.cs.ualberta.ca/~vis/kittimoseg/) | ||
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# Issues | ||
1. [Object_id to semantic_id mapping](https://github.com/facebookresearch/habitat-sim/issues/760) and: | ||
https://github.com/facebookresearch/habitat-sim/issues/910 | ||
2. [set semantic id](https://github.com/facebookresearch/habitat-sim/pull/668) | ||
3. [use Replica within AI Habitat](https://github.com/facebookresearch/habitat-sim/issues/1256) | ||
`temp.py` contains code class/fucntion needed for random walk simulation for Emboded Agent in habitat simulator. | ||
`testwalk.py` is a example to generate video frames using habitat and mp3d dataset. | ||
`schedual.md` just a self dev log |
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