[Japanese/English]
NARUTO-HandSignDetection
Wu Ti Jian Chu woYong iteNARUTOnoYin woJian Chu surumoderutosanpurupuroguramudesu.
You Tu :(c) NARUTO -naruto- 9Hua {Xie Lun Yan nokakashi} An Ben Qi Shi Zuo /Ji Ying She /studiopiero
*Ri Ben noZhu Zuo Quan Fa Di Er Shi Tiao [Tong Yi Xing Bao Chi Quan ] 1niokeru[Gai Bian ] niXiang Dang suruKe Neng Xing gaarutame,
You Tu nihabaundeingubotsukusunoo-ba-reiBiao Shi haXing tsuteorimasen.
Title
DeepXie Lun Yan :obuziekutoJian Chu YOLOX woYong ita NARUTO noYin Ren Shi
Abstract
konoripozitoriha, NARUTO2 noYin woRen Shi surutamenoXun Lian Ji mimoderutosanpurupuroguramuwoGong Kai shiteimasu.
Ren Shu noFa Dong ha, Yi Bu noRen Shu wonozokiShou deYin woJie bukotogaBi Yao desu.
mata, Xing Zhi Bian Hua haYin niTe Zheng gaXian rerutame(Huo Dun -Yin noYin , Tu Dun -Hai noYin nado),
Yin woSu Zao kuRen Shi surukotogaChu Lai reba, Ren Tong Shi noZhan Dou nioiteadobante-ziwoDe rukotogaChu Lai masu.
Yin noRen Shi nihadei-pura-ningunoWu Ti Jian Chu moderunoYi tsuYOLOX-NanowoShi Yong surukotode,
Qian Hui ba-ziyonnoDeepXie Lun Yan (EfficientDet-D0Li Yong )yorimoTui Lun Su Du woDa Fu niatsupushimashita.
Requirements
- onnxruntime 1.10.0 or Later
- OpenCV 3.4.2 or Later
- Pillow 6.1.0 or Later (Ninjutsu_demo.pywoDong kasuChang He nomi)
- Tensorflow 2.3.0 or Later (SSD, EfficientDetwoDong kasuChang He , aruihaHou Chu Li woONNXhema-zisurutokinomi)
DataSet
de-tasetsutonitsuite
de-tasetsutohaFei Gong Kai desu(Xun Lian Ji minomoderuhaGong Kai shimasu)
*Ri Ben noZhu Zuo Quan Fa Di Si Shi Qi Tiao noQi [Fu Zhi Quan noZhi Xian niyoriZuo Cheng saretaFu Zhi Wu noRang Du ] 3niZhun Ju
mata, Zi Fen deCuo Ying shitaHua Xiang , animeHua Xiang noTa ni, naruto-hand-sign-dataset4woLi Yong shiteimasu.
oYuan iShi Xiang
de-tasetsutohanetsutoShang deShou Ji shitaHua Xiang to, Zi Qian deCuo Ying shitaHua Xiang deGou Cheng sareteirutame,
Bei Jing Se yaFu Zhuang niyotsutehaJian Chu Jing Du gaLuo chitari, Wu Jian Chu suruKe Neng Xing gaarimasu.
IssuedeWu Jian Chu shitaTiao Jian woJiao eteitadarutoZhu karimasu.
Ke Neng deareba, Wu Jian Chu suruTiao Jian noHua Xiang (Zi ~Hai , Ren , He Zhang )woitadakerutoDa Bian Zhu karimasu.
sonoJi , itadaitaHua Xiang haXue Xi de-tasetsutoniZhui Jia shitemoderunoZai Xun Lian niShi Yong shimasu.
Yin noZhong Lei
14Zhong Lei (Zi ~Hai , Ren , He Zhang )noYin niDui Ying shiteimasu.
| Zi (Ne/Rat) | Chou (Ushi/Ox) | Yin (Tora/Tiger) | Mao (U/Hare) |
| Chen (Tatsu/Dragon) | Si (Mi/Snake) | Wu (Uma/Horse) | Wei (Hitsuji/Ram) |
| Shen (Saru/Monkey) | You (Tori/Bird) | Xu (Inu/Dog) | Hai (I/Boar) |
| Ren (Mizunoe) | He Zhang (Gassho/Hand Claps) | - | - |
de-tasetsutonoMei Shu
Zong Mei Shu :10026(Nei animeHua Xiang :2651Mei )
taguFu kiMei Shu :7098Mei
taguWu shiMei Shu :2928Mei
anote-shiyonbotsukusuShu :8941Ge
Trained Model
Xun Lian Ji mimoderuwomodeldeirekutoriPei Xia deGong Kai shiteimasu. *Jiu ba-ziyonnomoderuha[_legacy] deirekutoriniYi Dong
- YOLOX-Nano
Directory
| Ninjutsu_demo.py
|
+-model
| +-yolox
| | yolox_nano.onnx
| +-yolox_onnx.py
|
+-post_process_gen_tools
| | convert_script.sh
| | make_box_gather_nd.py
| | make_boxes_scores.py
| | make_cxcywh_y1x1y2x2.py
| | make_final_batch_nums_final_class_nums_final_box_nums.py
| | make_grids.py
| | make_input_output_shape_update.py
| | make_nms_outputs_merge.py
| +-make_score_gather_nd.py
|
+-setting-+-labels.csv
| +-jutsu.csv
|
+-utils
|
+-_legacy
simple_demo.py
Ninjutsu_demo.py
Ren Shu Pan Ding nodemodesu.
Yin noLu Li karaShu de-ta(jutsu.csv)nimatsuchisuruShu Ming woBiao Shi shimasu.
model
Xun Lian Ji mimoderuwoGe Na shiteimasu.
post_process_gen_tools
ONNXnisubetenoHou Chu Li woma-zisurusukuriputoQun woGe Na shiteimasu.
setting
raberude-ta(labels.csv)toShu Ming de-ta(jutsu.csv)woGe Na shiteimasu.
- labels.csv
Yin noraberuMing woBao Chi shiteimasu.
- ALie :Ying Yu noYin
- BLie :Ri Ben Yu noYin
- jutsu.csv
Shu Ming toBi Yao Yin woBao Chi shiteimasu.
- ALie :Ri Ben Yu noShu Zhong Bie (Huo Dun Deng )
- BLie :Ying Yu noShu Zhong Bie (Huo Dun Deng )
- CLie :Ri Ben Yu noShu Ming
- DLie :Ying Yu noShu Ming
- ELie Yi Jiang :Shu noFa Dong niBi Yao naYin
utils
FPSJi Ce Yong moziyu-ru(cvfpscalc.py)toWen Zi Lie Miao Hua Yong moziyu-ru(cvdrawtext.py)woGe Na shiteimasu.
Ninjutsu_demo.pynomideShi Yong shimasu.
Usage
demonoShi Xing Fang Fa haYi Xia desu.
python simple_demo_without_post.py
python Ninjutsu_demo.py
mata, demoShi Xing Shi niha, Yi Xia noopushiyongaZhi Ding Ke Neng desu.
opushiyonZhi Ding
- --device
kameradebaisuFan Hao noZhi Ding
dehuoruto:- simple_demo.py:0
- Ninjutsu_demo.py:0
- --file
Dong Hua huairuMing noZhi Ding *Zhi Ding Shi hakameradebaisuyoriYou Xian shiDong Hua woDu miIp mu
dehuoruto:- simple_demo.py:None
- Ninjutsu_demo.py:None
- --fps
Chu Li FPS *Tui Lun Shi Jian gaFPSwoXia Hui ruChang He nomiYou Xiao
dehuoruto:- simple_demo.py:30
- Ninjutsu_demo.py:30
- --width
kamerakiyapuchiyaShi noHeng Fu
dehuoruto:- simple_demo.py:960
- Ninjutsu_demo.py:960
- --height
kamerakiyapuchiyaShi noZong Fu
dehuoruto:- simple_demo.py:540
- Ninjutsu_demo.py:540
- --skip_frame
kamera or Dong Hua Du miIp miShi niHe Mei okiniChu Li woShi Xing suruka
dehuoruto:- simple_demo.py:0
- Ninjutsu_demo.py:0
- --model
ro-dosurumoderunoGe Na pasu
dehuoruto:- simple_demo.py:model/yolox/yolox_nano.onnx
- Ninjutsu_demo.py:model/yolox/yolox_nano.onnx
- --input_shape
moderunoRu Li saizu
dehuoruto:- simple_demo.py:416,416
- Ninjutsu_demo.py:416,416
- --score_th
kurasuPan Bie noYu Zhi
dehuoruto:- simple_demo.py:0.7
- Ninjutsu_demo.py:0.7
- --nms_th
NMSnoYu Zhi
dehuoruto:- simple_demo.py:0.45
- Ninjutsu_demo.py:0.45
- --nms_score_th
NMSnosukoaYu Zhi
dehuoruto:- simple_demo.py:0.1
- Ninjutsu_demo.py:0.1
- --sign_interval
Qian Hui noYin Jian Chu Shi karaZhi Ding Shi Jian (Miao )Jing Guo surutoYin noLu Li wokuria
dehuoruto:- Ninjutsu_demo.py:2.0
- --jutsu_display_time
Shu Cheng Li Shi niShu Ming woBiao Shi suruShi Jian (Miao )
dehuoruto:- Ninjutsu_demo.py:5
- --use_display_score
Yin Jian Chu sukoawoBiao Shi surukaFou ka
dehuoruto:- Ninjutsu_demo.py:False
- --erase_bbox
baundeingubotsukusunoo-ba-reiBiao Shi woXiao Qu surukaFou ka
dehuoruto:- Ninjutsu_demo.py:False
- --use_jutsu_lang_en
Shu Ming Biao Shi niYing Yu Biao Ji woShi Yong surukaFou ka
dehuoruto:- Ninjutsu_demo.py:False
- --chattering_check
Yin woHe Hui Lian Sok deJian Chu shitaraYin noCheng Li tominasuka(Yin noJian Chu chiratsukiDui Ce )
dehuoruto:- Ninjutsu_demo.py:1
- --use_fullscreen
hurusukuri-nBiao Shi woLi Yong surukaFou ka(Shi Yan De Ji Neng )
dehuoruto:- Ninjutsu_demo.py:False
Application Example
apurike-shiyonnoYing Yong Shi Li woShao Jie shimasu.
Acknowledgements
EfficientDetmoderutore-ninguShi ha, karaagesannoShuo Ming Ji Shi 5woCan Kao niitashimashita.
mata, karaagesannoburogu6nite, DeepXie Lun Yan wogoShao Jie itadakimashita.
Da Bian arigatougozaimasu.
YOLOXnotore-ningunihaYOLOX-Colaboratory-Training-Sample7woShi Yong shiteimasu.
References
- ^Ri Ben :Zhu Zuo Quan Fa Di Er Shi Tiao [Tong Yi Xing Bao Chi Quan ]
- ^An Ben Qi Shi Zuo {NARUTO} Ji Ying She , 1999Nian -2014Nian
- ^Ri Ben :Zhu Zuo Quan Fa Si Shi Qi Tiao noQi [Fu Zhi Quan noZhi Xian niyoriZuo Cheng saretaFu Zhi Wu noRang Du ]
- ^Kaggle Gong Kai de-tasetsuto:naruto-hand-sign-dataset
- ^[Object Detection API] deWu Ti Jian Chu noZi Qian de-tawoXue Xi suruFang Fa (TensorFlow 2.xBan )
- ^karaagesannoburogu:AIdeNARUTOQi Fen ![DeepXie Lun Yan ] deYou ndemiyou
- ^Kazuhito00/YOLOX-Colaboratory-Training-Sample
Authors
Gao Qiao kazuhito(https://twitter.com/KzhtTkhs)
License
NARUTO-HandSignDetection is under MIT license.
License(Font)
Heng Shan Mao Bi huonto(https://opentype.jp/kouzanmouhitufont.htm)