colugomum

🍰🍎ColugoMum: Intelligent Retail Settlement Platform can accurately locate and identify each commodity, and can return a complete shopping list and the actual total price of commodities that customers should pay.

https://github.com/thomas-yanxin/colugomum

Science Score: 49.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
    Found 1 DOI reference(s) in README
  • Academic publication links
    Links to: arxiv.org
  • Committers with academic emails
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (7.4%) to scientific vocabulary

Keywords

deep-learning django image-recognition image-retrieval-system nano paddleclas paddlepaddle pp-shitu product-recognition wxapp
Last synced: 6 months ago · JSON representation

Repository

🍰🍎ColugoMum: Intelligent Retail Settlement Platform can accurately locate and identify each commodity, and can return a complete shopping list and the actual total price of commodities that customers should pay.

Basic Info
  • Host: GitHub
  • Owner: thomas-yanxin
  • License: lgpl-2.1
  • Language: Python
  • Default Branch: master
  • Homepage: https://github.com/ColugoMum
  • Size: 823 MB
Statistics
  • Stars: 281
  • Watchers: 7
  • Forks: 83
  • Open Issues: 3
  • Releases: 0
Topics
deep-learning django image-recognition image-retrieval-system nano paddleclas paddlepaddle pp-shitu product-recognition wxapp
Created over 4 years ago · Last pushed about 3 years ago
Metadata Files
Readme License Citation

README.md


GitHub Repo stars GitHub forks GitHub python os contributors
| English | OpenI | github

****OpenI

StarT_ZKW6KJ_X{% %P_AY$`( X

Star History Chart

  1. Smart_containerColugoMum
  2. PPLCNETRP2K96.91%
  3. PPLCNETV2PPHGNET
  4. RP2K
  • ****Demo
  • ****
  • bug Pipeline
  • *****99.10%*
  • ****LogoPP-ShiTu
  • *****65%CPU0.9s*.

Automatic checkout, ACO


  1. ****
  2. ********
  3. ********
  4. ****

*PaddleClasPP-ShiTu*

PP-ShiTu

**** PaddleClasPP-ShiTuPaddleInferenceJetson NanoQPT.exeWindows

PP-ShiTu

PP-ShiTu8CPU0.2s10w+

PP-ShiTu
1
2
3

The first one:Products-10K Large Scale Product Recognition Dataset

The second one:RP2K: A Large-Scale Retail Product Dataset for Fine-Grained Image Classification


list

750G  
600_2  
600_3  
600  
600  
600  

...

AIStudio

| model | num epoch | batch size/gpu cards | learning rate | use cutout | use ssld | top1 recall | | | :----: | :---- | :---- | :---- | :---- | :---- | :---- | :---- | | PPLCNetx25 | 400 | 256/4 | 0.01 | N | N | 98.189% | | | PPLCNetx25 | 400 | 256/4 | 0.01 | Y | N | 98.21% | | | PPLCNetx25 | 400 | 256/4| 0.005 | N | N | 98.201% | | | PPLCNetx25 | 400 | 256/4| 0.005 | Y | N | 98.29% | | | PPLCNetx25 | 400 | 256/4 | 0.001 | Y | N | 98.26% || | PPLCNetx25 | 400 | 64/4 | 0.005 | Y | Y | 98.30% | | | PPLCNetx25 | 400 | 64/4 | 0.0025 | Y | Y | 98.37% | | | PPLCNetx25 | 400 | 64/4 | 0.002 | N | Y | 98.38% | | | PPLCNetx25 | 400 | 64/4 | 0.002 | Y | Y | 98.39% | | <!-- | PPLCNetx25 | 400 | 128/4 | 0.004 | N | Y | 98.44% | | | PPLCNetx2_5 | 400 | 128/4 | 0.004 | Y | Y | 98.38% | | -->

***: 1. GPU:Tesla V100 4; CPU:Inter Xeon* 32; RAM:DDR4 128GB 2. ; 3. RP2K

Jetson NanoWindowslinux

  • Windows
    [demo]

    QPT
    https://pan.baidu.com/s/194ApbJuDJWyV7tv5sCaGsg wy7i

    .exe

  • Linux
    Downloadclient python client.py

  • PP-ShiTu

  • AIContainer

bilibili

| | | | | | | :----: | :---- | :---- | :---- | :---- | | 1 | | | | ~~~~| | 2 | | | | | | 3 | | | | ~~Jetson Nano~~ | | 4 | | | | | | 5 | | | web | ~~ Tyadmin or web~~ | | 6 | | | | PaddleOCR | | 7 | | | APP | Android and IOS |

| | | | :----: | :----: | | PM | | | | | | | | | | | | | |

"****"bugbugIssue or Pull Requests

@INPROCEEDINGS{9851085, author={Yan, Xin and Hu, QingChun and Huang, XiaoYue and Shen, Chen}, booktitle={2022 4th International Conference on Communications, Information System and Computer Engineering (CISCE)}, title={Intelligent Retail Settlement Platform based on Image Retrieval}, year={2022}, pages={609-616}, doi={10.1109/CISCE55963.2022.9851085}} @software{Xin_Yan_ColugoMum, author = {Xin Yan, Xin Yan and Chen Shen, Chen Shen and XuDong Du, XuDong Du}, title = {{ColugoMum}} }

Owner

  • Name: thomas-yanxin
  • Login: thomas-yanxin
  • Kind: user
  • Location: Shanghai China
  • Company: @ColugoMum

不是逢人苦眷君,亦狂亦侠亦温文。

GitHub Events

Total
  • Watch event: 12
  • Fork event: 4
Last Year
  • Watch event: 12
  • Fork event: 4

Committers

Last synced: about 1 year ago

All Time
  • Total Commits: 273
  • Total Committers: 7
  • Avg Commits per committer: 39.0
  • Development Distribution Score (DDS): 0.029
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
thomas-yanxin 5****n 265
geekfx 4****x 2
jkfx g****x@q****m 2
zhaoyian 7****n 1
smile9260 8****0 1
TrellixVulnTeam c****d@t****m 1
Scxw010516 1****2@1****m 1
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 9 months ago

All Time
  • Total issues: 13
  • Total pull requests: 6
  • Average time to close issues: about 1 month
  • Average time to close pull requests: about 2 hours
  • Total issue authors: 12
  • Total pull request authors: 5
  • Average comments per issue: 2.15
  • Average comments per pull request: 0.67
  • Merged pull requests: 6
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • jkfx (2)
  • Liugazn (1)
  • yourbikun (1)
  • CVmeta (1)
  • njustczr (1)
  • wang2650 (1)
  • smjkzsl (1)
  • Usigned (1)
  • zzccgc (1)
  • S-Tyra (1)
  • 17635703590 (1)
Pull Request Authors
  • jkfx (2)
  • smile9260 (1)
  • Scxw010516 (1)
  • Zhao-Yian (1)
  • TrellixVulnTeam (1)
Top Labels
Issue Labels
Pull Request Labels

Dependencies

AIContainer/miniprogram/node_modules/weui-miniprogram/package.json npm
  • @mpflow/plugin-babel ^0.0.31 development
  • @mpflow/plugin-css ^0.0.27 development
  • @mpflow/plugin-typescript ^0.0.27 development
  • @mpflow/service ^0.0.27 development
  • @types/jest ^25.2.2 development
  • @typescript-eslint/eslint-plugin ^2.23.0 development
  • @typescript-eslint/parser ^2.23.0 development
  • autoprefixer ^6.5.1 development
  • codecov ^3.7.0 development
  • colors ^1.3.1 development
  • eslint ^5.14.1 development
  • eslint-config-airbnb-base 13.1.0 development
  • eslint-config-prettier ^6.10.1 development
  • eslint-loader ^2.1.2 development
  • eslint-plugin-import ^2.16.0 development
  • eslint-plugin-node ^7.0.1 development
  • eslint-plugin-prettier ^3.1.2 development
  • eslint-plugin-promise ^3.8.0 development
  • gulp ^4.0.0 development
  • gulp-clean ^0.4.0 development
  • gulp-if ^2.0.2 development
  • gulp-install ^1.1.0 development
  • gulp-less ^4.0.1 development
  • gulp-rename ^1.4.0 development
  • gulp-sourcemaps ^2.6.5 development
  • jest ^25.5.4 development
  • jsdom ^16.2.2 development
  • miniprogram-api-typings ^2.6.5 development
  • miniprogram-simulate ^1.2.7 development
  • prettier 2.0.1 development
  • through2 ^2.0.3 development
  • tslint ^5.13.1 development
  • tslint-loader ^3.5.4 development
  • typescript ^3.3.3333 development
  • vinyl ^2.2.0 development
  • weui-wxss ^2.4.4 development
AIContainer/miniprogram/package-lock.json npm
  • paddlejs 1.0.17
  • weui-miniprogram 1.1.1
AIContainer/miniprogram/package.json npm
  • paddlejs ^1.0.17
  • weui-miniprogram ^1.1.1