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add: Heterogeneous Multi-Edge Collaborative Neural Network Inference for High Mobility Scenarios: Base on KubeEdge-Ianvs proposal #115

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add: Heterogeneous Multi-Edge Collaborative Neural Network Inference for High Mobility Scenarios: Base on KubeEdge-Ianvs proposal #115

wants to merge 244 commits into from

Commits on Jul 12, 2022

  1. Initial commit

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  2. initialize Readme

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  3. add the ability to parse config file 

    Signed-off-by: JimmyYang20 <[email protected]>
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  4. support local benchmarking 

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  5. update github workflow and core and examples 

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  6. optimize code to reduce the delay 

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  7. add hard example mining algorithm test 

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  8. Add new metric: data transfer count ratio 

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  9. Add main command-line: -v 

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  10. Optimize the code based on pylint detection 

    1. add code comment.
2. clean code

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Commits on Jul 13, 2022

  1. Merge pull request kubeedge#1 from JimmyYang20/ianvs-pr-by-yangjin-01

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Commits on Jul 14, 2022

  1. Supplementary comments for closing the global warning log 

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  2. Convert kind to type 

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  3. Fix system metric name and it's func mapping 

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  4. Add the field test_object in benchmarkingjob 

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  5. Add comments to emphasize that ianvs is only the test platform 

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  6. Modify third_party's address 

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  7. optimize code of fpn and metric func f1_score 

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  8. Merge pull request kubeedge#2 from jaypume/examples 

    Add Ianvs examples and comments.
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  9. proposal of ianvs 

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  10. images for ianvs proposal 

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  11. Update ianvs.md 

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update goals
Update ianvs.md
update sections
polish intro
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  12. Rename ianvs.md to Distributed Synergy AI Benchmarking.md 

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  13. Update Distributed Synergy AI Benchmarking.md 

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Update Distributed Synergy AI Benchmarking.md

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  14. Add events not included in ianvs 

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  15. Polish steps and components of ianvs 

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  16. Modify as adviced on KubeEdge routine meeting 

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  17. Add roadmap and adjust design details 

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  18. Update Distributed Synergy AI Benchmarking.md 

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  19. Modify first step and the module naming 

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  20. Fixed background color 

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  21. Update Distributed Synergy AI Benchmarking.md 

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fixed typo
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  22. directory restructure 

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  23. Update distributed-synergy-ai-benchmarking.md 

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fixed link
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  24. write index.rst and fix file naming 

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  25. Rename basicil-fpn.md to basicIL-fpn.md 

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  26. update quick-start 

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  27. update roadmap 

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  28. update how-to-test-algorithms.md 

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  29. update title 

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  30. add files for website 

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for website

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update for website

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  31. update pcb-aoi dataset 

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  32. Add Leaderboard of single task learning 

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  33. Add contribute-leaderboards-or-test-reports 

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  34. Add contribute-test-environments 

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  35. Update how-to-test-algorithms.md 

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  36. Update index.rst 

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  37. update dataset description 

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  38. add test reports 

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  39. Add FPN & BasicIL algorithm 

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  40. update basicIL-fpn, fpn 

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  41. Add section: how-to-contribute-algorithms 

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  42. Add section: how-to-install-ianvs 

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  43. minor fix to section: how-to-install-ianvs 

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  44. update quick start and testing algorithm 

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  45. update test reports 

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  46. Update distributed-synergy-ai-benchmarking.md 

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  47. Add section: leaderboard-of-incremental-learning 

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  48. Add .gitignore. 

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  49. delete the url in single task learning leaderboard and incremental le… 

    …arning leaderboard

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  50. Add FPN introduction 

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  51. Update README.md and related documents 

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  52. Update meeting time as biweekly 

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  53. Add scope to the homepage 

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  54. Update section: how-to-contribute-test-environments 

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  55. Update section: how-to-install-ianvs 

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  56. Update section: how-to-install-ianvs 

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  57. Add conda environment creating steps 

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  58. Update: how-to-install-ianvs 

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  59. Re-organize concepts and modify images accordingly 

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  60. Remove ./vscode related issue 

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  61. Add scope of simulation tools 

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  62. Add leaderboard contribute solution 

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  63. Add data source and model source link; Update data explorer 

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  64. fix figures 

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  65. link quick-start to YAMLs 

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  66. add algorithm procedures 

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  67. Optimize the code based on pylint detection 

    1. add code comment.
2. clean code

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  68. Fix pylint of ci 

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  69. Add codeql 

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  70. Fix licneses of third packages 

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  71. Add ci and license scan reports 

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  72. Fix hyperlink of CI 

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  73. Move leaderboard outside proposal 

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  74. fix document reference link 

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  75. Add test object in image and revise index 

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  76. Revise procedures of learning paradigms 

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  77. Capitalize first character in install doc 

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  78. Add hyperparameter combination description 

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  79. Add txt annotation description 

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  80. Add Ianvs v0.1.0 release note 

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  81. Update section: how-to-contribute-test-environments 

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  82. Update section: how-to-contribute-algorithms 

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  83. Add comments for syphix configuration. 

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  84. Fix test reports 

    1. Add effect display of incremental learning
2. Fix configuration info of test reports

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  85. Update leaderboard 

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  86. Add ianvs command line usage 

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  87. Fix dataset info of pcb-aoi 

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  88. Add owners, gitignore and revise arch 

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  89. fix documents and empty lines 

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  90. Merge pull request kubeedge#3 from MooreZheng/main 

    Add documentations
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  91. Delete folder third_party 

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  92. Merge pull request kubeedge#4 from JimmyYang20/main 

    Delete folder third_party
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  93. Fix document and example resources 

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  94. Merge pull request kubeedge#5 from JimmyYang20/main 

    Fix document and example resources
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  95. Fix hyperlinks in documentation 

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  96. Merge pull request kubeedge#6 from JimmyYang20/main 

    Fix hyperlinks in documentation
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  97. Fix quick start doc 

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  98. Merge pull request kubeedge#7 from JimmyYang20/main 

    Fix quick start doc
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Commits on Jul 15, 2022

  1. Revise key docs like the home page, setup and contribution 

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  2. Merge pull request kubeedge#9 from MooreZheng/main 

    Revise key docs like the home page, setup and contribution
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Commits on Jul 18, 2022

  1. Add fossa analysis in the github workflow 

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  2. Merge pull request kubeedge#10 from JimmyYang20/main 

    Add fossa analysis in the github workflow
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  3. Modify the hyperlinks of ci and license scan 

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Commits on Jul 27, 2022

  1. Merge pull request kubeedge#11 from JimmyYang20/main 

    Modify the hyperlinks of ci and license scan
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Commits on Aug 5, 2022

  1. Add templates of lifelong learning and mutli-edge-inference 

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  2. Merge pull request kubeedge#12 from JimmyYang20/main 

    Add templates of lifelong learning and mutli-edge-inference
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Commits on Aug 16, 2022

  1. The proposal of unknow task recognition algorithm reproduction 

    Signed-off-by: Frank-lilinjie <[email protected]>
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  2. Update the proposal 

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Commits on Aug 17, 2022

  1. update proposal 

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Commits on Aug 24, 2022

  1. Add lifelong learning feature 

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  2. Add lifelong learning example 

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Commits on Aug 25, 2022

  1. Merge pull request kubeedge#28 from JimmyYang20/feature-lifelong-n 

    Add lifelong learning feature and example
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  2. Optimized example file format 

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  3. Merge pull request kubeedge#29 from JimmyYang20/feature-lifelong-n 

    Optimized example file format
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Commits on Aug 26, 2022

  1. Add readme for lifelong learning example 

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  2. Merge pull request kubeedge#30 from JimmyYang20/feature-lifelong-n 

    Add readme for lifelong learning example
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  3. Add a deploy ianvs method in quick-start.md 

    This method can create a separate space to do work
by using a docker container

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Commits on Aug 29, 2022

  1. Fix a bug: change lifelonglearning module type 

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  2. Merge pull request kubeedge#33 from JimmyYang20/feature-lifelong-n 

    Fix a bug: change lifelonglearning module type
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  3. Merge pull request kubeedge#31 from JimmyYang20/main 

    Add a deploy ianvs method in quick-start.md
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Commits on Aug 31, 2022

  1. [OSPP] The proposal for pedestrian tracking and Re-ID example. 

    Signed-off-by: York You <[email protected]>
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  2. Proposal for Edge Intelligence Benchmark for Edge-Cloud Collaborative… 

    … Lifelong Detection

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Commits on Sep 1, 2022

  1. Update the proposal of unknown task recognition algorithm 

    Signed-off-by: Frank-lilinjie <[email protected]>
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  2. Modified based on community comments. 

    1. Adjusted the functions and processes of simulation system administrator and simulation job administrator
2. adjusted the flow chart.

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Commits on Sep 26, 2022

  1. Add pedestrian tracking example. 

    Signed-off-by: York You <[email protected]>
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Commits on Sep 28, 2022

  1. Upload algorithm file 

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Commits on Oct 19, 2022

  1. change the image links in proposal file to local repository 

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Commits on Oct 24, 2022

  1. Update the proposal of unknown task recognition 

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  2. update the proposal of unknown task recognition 

    Signed-off-by: Frank-lilinjie <[email protected]>
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  3. modify the figure's path 

    Signed-off-by: Frank-lilinjie <[email protected]>
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  4. modify 

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Commits on Oct 25, 2022

  1. Merge pull request kubeedge#35 from iszhyang/main 

    [OSPP] Proposal for Edge Intelligence Benchmark for Edge-Cloud Collaborative Lifelong Detection
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  2. Merge branch 'kubeedge:main' into main

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  3. Move files and add copyright. 

    Signed-off-by: York You <[email protected]>
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  4. update proposal 

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  5. modify test report 

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Commits on Oct 30, 2022

  1. Update wheel package. 

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  2. First version of the simlation controller 

    1. Basically completed simulation_system_admin moduel.
2. Add the README doc.
3. The commit information is compressed

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Commits on Oct 31, 2022

  1. add the multi-task inference in object detection based yolo 

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  2. fix the README of simulation controller. 

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  3. upload an example about the scence based unknown task regconition alg… 

    …orithm

update algorithms
delete annotated codes
refer the origin reproduced p
add class documentation
upload Readme
Modify folder name
add an example
modify readme
Supplementary curb-detection cases

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  4. Merge pull request kubeedge#39 from iszhyang/code 

    [OSPP] The codes of Edge Intelligence Benchmark for Edge-Cloud Collaborative Lifelong Detection
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  5. Merge pull request kubeedge#42 from Frank-lilinjie/feature-lifelong-n 

    [OSPP] The codes of Unknown Task Recognition Algorithm Reproduction based on Lifelong Learning of Ianvs
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  6. Fix bugs. 

    Signed-off-by: York You <[email protected]>
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  7. add the description of algorithm 

    Signed-off-by: Frank-lilinjie <[email protected]>
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  8. add a quick start for multi-task joint inference 

    Signed-off-by: shifan__z <[email protected]>
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  9. Merge pull request kubeedge#36 from yqhok1/features/pedestrian_tracking 

    Add pedestrian tracking example.
    @jaypume
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  10. change the requirenments 

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  11. modift the pylint 

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  12. combine GAN and self-taught learning 

    Signed-off-by: nailtu <[email protected]>
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  13. Merge pull request kubeedge#40 from nailtu30/ospp-final 

    [OSPP] Combine GAN and Self-taught Learning to solve small sample problem
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  14. modift the pylint 

    Signed-off-by: shifan__z <[email protected]>
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  15. modift the pylint 

    Signed-off-by: shifan__z <[email protected]>
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  16. modift the pylint 

    Signed-off-by: shifan__z <[email protected]>
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  17. Merge pull request kubeedge#44 from shifan-Z/feature-lifelong-n 

    [OSPP]Multi-task Joint Inference for Ianvs
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Commits on Nov 23, 2022

  1. Modify workflow platform 

    Signed-off-by: Siqi <[email protected]>
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  2. Add new dataset: segmentation of cityscapes 

    Signed-off-by: Siqi <[email protected]>
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  3. Merge pull request kubeedge#46 from luosiqi/main 

    Modify workflow platform
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  4. Merge pull request kubeedge#47 from luosiqi/segmentation 

    Add new application of singletasklearning: segmentation of cityscapes
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Commits on Jan 31, 2023

  1. Merge branch 'kubeedge:main' into main

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Commits on Feb 12, 2023

  1. Add new dataset: segmentation of cityscapes 

    Signed-off-by: Siqi <[email protected]>
Signed-off-by: Sai Suraj <[email protected]>
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  2. Updated most of the docs by correcting different spelling mistakes an… 

    …d grammatical mistakes, also updated a link in Contributing.md that is previously showing error.

Signed-off-by: Sai Suraj <[email protected]>
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  3. Corrected more spelling/grammatical mistakes in other some other file… 

    …s, removed unnecessary spaces at some places.

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  4. Merge branch 'kubeedge:main' into documentation_updates

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Commits on Feb 21, 2023

  1. Merge pull request kubeedge#26 from Frank-lilinjie/main 

    [OSPP]The proposal of unknow task recognition algorithm reproduction
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Commits on Feb 22, 2023

  1. Revert "[OSPP]The proposal of unknow task recognition algorithm repro… 

    …duction"
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  2. Merge pull request kubeedge#50 from kubeedge/revert-26-main 

    Revert "[OSPP]The proposal of unknow task recognition algorithm reproduction"
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  3. Merge pull request kubeedge#41 from Frank-lilinjie/main 

    [OSPP] Proposal for Unknown Task Recognition Algorithm Reproduction based on Lifelong Learning of Ianvs
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  4. Add new issue template: discussion 

    Signed-off-by: Siqi Luo <[email protected]>
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  5. Merge pull request kubeedge#52 from luosiqi/main 

    Add new issue template: discussion
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Commits on Mar 2, 2023

  1. Fix CI issue: Raising too general exception. 

    Signed-off-by: Jie Pu <[email protected]>
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Commits on Mar 16, 2023

  1. fix the bug of issue#57 

    Signed-off-by: hsj576 <[email protected]>
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  2. Merge pull request kubeedge#55 from jaypume/fix-ci 

    Fix CI issue: Raising too general exception.
    @jaypume
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Commits on Apr 14, 2023

  1. Update Owners 

    Signed-off-by: Jie Pu <[email protected]>
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  2. Merge pull request kubeedge#66 from jaypume/update-owners 

    Update Owners
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Commits on Apr 21, 2023

  1. initial commit: add example for semantic_segmentation 

    Signed-off-by: hsj576 <[email protected]>

add example for semantic segmentation

Signed-off-by: hsj576 <[email protected]>

add example for semantic segmentation

Signed-off-by: hsj576 <[email protected]>

fix some bug

Signed-off-by: hsj576 <[email protected]>

fix the bug of memory leakage

Signed-off-by: hsj576 <[email protected]>

fix the bug of inference

Signed-off-by: hsj576 <[email protected]>

fix some bug

Signed-off-by: hsj576 <[email protected]>

fix the bug of test accuracy

Signed-off-by: hsj576 <[email protected]>

edit sedna package for lifelong learning

Signed-off-by: hsj576 <[email protected]>

edit sedna package

Signed-off-by: hsj576 <[email protected]>

implement dataset split method for lifelong learning

Signed-off-by: hsj576 <[email protected]>

add test examples

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  2. add no-inference mode for lifelong learning 

    Signed-off-by: hsj576 <[email protected]>

write quick start

Signed-off-by: hsj576 <[email protected]>

remote useless file

Signed-off-by: hsj576 <[email protected]>

revise the git command

Signed-off-by: husj <[email protected]>

remove annotations and change the implisit function name

Signed-off-by: husj <[email protected]>

modify the code to meet the coding standard

Signed-off-by: husj <[email protected]>

modify the code to meet the coding standard

Signed-off-by: husj <[email protected]>

modify the code to meet the coding standard

Signed-off-by: husj <[email protected]>
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Commits on May 19, 2023

  1. add new proposal of Cloud-Robotic AI Benchmarking for Edge-cloud Coll… 

    …aborative Lifelong Learning

Signed-off-by: husj <[email protected]>

fix the bug of picture

Signed-off-by: husj <[email protected]>

Fix CI issue: Raising too general exception.

Signed-off-by: Jie Pu <[email protected]>

correct the description and the goal of this proposal

Signed-off-by: husj <[email protected]>

correct the content

Signed-off-by: husj <[email protected]>

add introduction for new test example

Signed-off-by: husj <[email protected]>

modify the description of test benchmark

Signed-off-by: husj <[email protected]>

Update Owners

Signed-off-by: Jie Pu <[email protected]>

update proposal

Signed-off-by: husj <[email protected]>

update some changes

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  2. Merge pull request kubeedge#62 from hsj576/main 

    Proposal of Cloud-Robotic AI Benchmarking for Edge-cloud Collaborative Lifelong Learning
    @jaypume
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Commits on Jun 14, 2023

  1. add proposal for Cloud-robotics dataset 

    Signed-off-by: hsj576 <[email protected]>
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Commits on Jun 15, 2023

  1. add introduction for Cloud-robotics dataset 

    Signed-off-by: hsj576 <[email protected]>
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Commits on Jun 16, 2023

  1. add unknown task process 

    Signed-off-by: xiaomoguhzz <[email protected]>
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Commits on Jun 30, 2023

  1. update BWT and FWT 

    Signed-off-by: hsj576 <[email protected]>

update some changes

Signed-off-by: hsj576 <[email protected]>

update some changes

Signed-off-by: hsj576 <[email protected]>

fix pylint issues

Signed-off-by: hsj576 <[email protected]>

update ReadMe

Signed-off-by: hsj576 <[email protected]>

update ReadMe

Signed-off-by: hsj576 <[email protected]>

fix pylint issues

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  2. optimize codes 

    Signed-off-by: hsj576 <[email protected]>

solve pylint issue

Signed-off-by: hsj576 <[email protected]>

solve pylint issue

Signed-off-by: hsj576 <[email protected]>

solve pylint issue

Signed-off-by: hsj576 <[email protected]>

solve pylint issue

Signed-off-by: hsj576 <[email protected]>
    @hsj576
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Commits on Jul 10, 2023

  1. fix privacy issue 

    Signed-off-by: hsj576 <[email protected]>
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Commits on Jul 12, 2023

  1. recover permission 

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Commits on Jul 17, 2023

  1. Merge pull request kubeedge#49 from Sai-Suraj-27/documentation_updates 

    Updated docs, and few other files.
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Commits on Jul 19, 2023

  1. update information for website of cloud-robotics 

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Commits on Jul 20, 2023

  1. Merge pull request kubeedge#69 from hsj576/main 

    Add proposal for Cloud-robotics dataset
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Commits on Jul 21, 2023

  1. merge lifelong learning branch 

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Commits on Jul 24, 2023

  1. fix conflict error 

    Signed-off-by: hsj576 <[email protected]>
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  2. fix conflict error 

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Commits on Jul 25, 2023

  1. Merge pull request kubeedge#78 from hsj576/main 

    Merge of feature-lifelong-n branch
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Commits on Jul 26, 2023

  1. add proposal for Real-Time IoT Perception Systems Based on Edge-Cloud… 

    … Collaboration with Large Foundation Models

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Commits on Aug 10, 2023

  1. add ianvs-plugin workflow 

    Signed-off-by: hsj576 <[email protected]>
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  2. fix image bug 

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Commits on Aug 21, 2023

  1. Merge branch 'kubeedge:main' into main

    @hsj576
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  2. initial commit 

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Commits on Aug 24, 2023

  1. add description for workflow of lifelong training 

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Commits on Sep 20, 2023

  1. Merge pull request kubeedge#80 from hsj576/main 

    Proposal for Real-Time IoT Perception Systems Based on Edge-Cloud Collaboration with Large Foundation Models
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Commits on Oct 31, 2023

  1. add sam predict 

    Signed-off-by: hsj576 <[email protected]>

add segformer example

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add segformer example

Signed-off-by: hsj576 <[email protected]>

add description for workflow of lifelong training

Signed-off-by: hsj576 <[email protected]>

update Readme for robot-sam

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fix pylint issues

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  2. merge robot and robot-sam, add leaderboard 

    Signed-off-by: hsj576 <[email protected]>

add docstring for codes

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remove hardcore path and TEMP PRINT lines

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  3. Merge pull request kubeedge#84 from hsj576/dev 

    Codes of Real-Time IoT Perception Systems Based on Edge-Cloud Collaboration with Large Foundation Models
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  4. Support class-incremental learning testing of ianvs 

    Signed-off-by: qxygxt <[email protected]>
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  5. Class increment testing 

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  6. Provide an SSA model-assisted semantic segmentation annotate feature … 

    …that allows importing pre-annotated results into the Label Studio platform, correcting and exporting the annotation results.

Signed-off-by: Daniel Dong <[email protected]>
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  7. Merge pull request kubeedge#85 from qxygxt/main 

    OSPP: Implementation of a Class Incremental Learning Algorithm Evaluation System based on Ianvs
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  8. Merge pull request kubeedge#81 from winter-fish/main 

    「OSPP - KubeEdge SIG AI」Toward Automatic Image Annotation Algorithm with Large Foundation Model:  Based on Edge-cloud Collaborative Lifelong Learning to Reproduce Open World Object Segmentation
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Commits on Nov 29, 2023

  1. rearrange the filepath of examples 

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Commits on Dec 7, 2023

  1. update examples readme 

    Signed-off-by: hsj576 <[email protected]>
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  2. Merge pull request kubeedge#88 from hsj576/dev 

    rearrange the filepath of examples
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Commits on Jan 3, 2024

  1. add an unseen task processing example in cityscape dataset; remove RE… 

    …ADME_ospp.md.

Signed-off-by: nailtu <[email protected]>
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  2. Updates on 12.29 2023 

    1. modify the README.md in examples/cityscapes
2. add a proposal in docs/proposals
3. add .DS_Store to gitignore, which are useless file generated by MacOS

Signed-off-by: nailtu <[email protected]>
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  1. updates on 1.4 2024 

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Commits on Jan 5, 2024

  1. Merge pull request kubeedge#90 from nailtu30/main 

    add an unseen task processing example in cityscape dataset; remove README_ospp.md
    @jaypume
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  2. Merge pull request kubeedge#20 from yqhok1/proposals/pedestrian_tracking 

    [OSPP] The proposal for pedestrian tracking and Re-ID example.
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Commits on Jan 26, 2024

  1. Optimize the problem of CI test and the structure of OSPP MDIL-SS 

    Signed-off-by: qxygxt <[email protected]>
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  2. Optimize the naming convention for test metrics 

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  3. Optimize variable names in metrics.py 

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Commits on Jan 29, 2024

  1. update Readme and Readthedoc 

    Signed-off-by: hsj576 <[email protected]>

update Readme and Readthedoc

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  2. Merge pull request kubeedge#87 from hsj576/main 

    Update README
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Commits on Feb 1, 2024

  1. Merge pull request kubeedge#91 from qxygxt/main 

    Optimize the problem of CI test and the structure of OSPP MDIL-SS
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Commits on Jun 12, 2024

  1. fix the bug of the semantic segmentation lifelong learning example 

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  2. fix the pylint issue 

    Signed-off-by: hsj576 <[email protected]>

fix the pylint issue

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Commits on Jun 21, 2024

  1. Merge pull request kubeedge#104 from hsj576/main 

    fix the bug of the semantic segmentation lifelong learning example
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  2. Merge pull request kubeedge#71 from xiaomoguhzz/unknown-task-process

    @jaypume
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Commits on Sep 27, 2024

  1. fix the Cl issue 

    Signed-off-by: hsj576 <[email protected]>
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  2. fix the pylint issue 

    Signed-off-by: hsj576 <[email protected]>
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  3. fix the pylint issue 

    Signed-off-by: hsj576 <[email protected]>
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  4. update CoC 

    Signed-off-by: Shelley-BaoYue <[email protected]>
    @Shelley-BaoYue @wyoung1
    Shelley-BaoYue authored and wyoung1 committed Sep 27, 2024
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  5. add docs CI 

    Signed-off-by: Shelley-BaoYue <[email protected]>
    @Shelley-BaoYue @wyoung1
    Shelley-BaoYue authored and wyoung1 committed Sep 27, 2024
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  6. fix slack url 

    Signed-off-by: wbc6080 <[email protected]>
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    wbc6080 authored and wyoung1 committed Sep 27, 2024
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  7. add new proposal of Heterogeneous Multi-Edge Collaborative Neural Net… 

    …work Inference for High Mobility Scenarios

Signed-off-by: wyoung1 <[email protected]>

add a proposal of Heterogeneous Multi-Edge Collaborative Neural Network Inference for High Mobility Scenarios

Signed-off-by: wyoung1 <[email protected]>

modify the proposal of multi-edge inference for high mobility scenarios

Signed-off-by: wyoung1 <[email protected]>

modify statement of proposal

Signed-off-by: wyoung1 <[email protected]>

update framework image in proposal

Signed-off-by: wyoung1 <[email protected]>

update proposal

Signed-off-by: wyoung1 <[email protected]>
    @wyoung1
    wyoung1 committed Sep 27, 2024
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