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[Model] Blood detection #23

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2 tasks
km9mn opened this issue May 25, 2022 · 12 comments
Open
2 tasks

[Model] Blood detection #23

km9mn opened this issue May 25, 2022 · 12 comments
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🧬 model change backbone model experiments

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@km9mn
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km9mn commented May 25, 2022

What?

  • blood detection관련 논문, 레포 서치

Why?

  • violence localization + 모자이크

Todo

  • paperswithcode에서 서치
  • inference
@km9mn km9mn added the 🧬 model change backbone model experiments label May 25, 2022
@km9mn km9mn self-assigned this May 25, 2022
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km9mn commented May 25, 2022

https://paperswithcode.com/paper/a-dataset-for-evaluating-blood-detection-in

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km9mn commented May 29, 2022

https://paperswithcode.com/paper/a-dataset-for-evaluating-blood-detection-in

초분광이미지에서의 blood detection

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km9mn commented May 29, 2022

bloody scene detection
https://github.com/changjenyin/blood_detection_CNN

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km9mn commented May 29, 2022

bloody scene detection https://github.com/changjenyin/blood_detection_CNN

6년전 코드라 그런지 python2를 쓰는 듯하고 changjenyin/blood_detection_CNN#1 를 보면 pretrained가 없는 것 같다

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km9mn commented May 29, 2022

https://github.com/shivansh10/Blood_Detection
image classification 레벨로 보임

@yoonghee
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YOLOv5 custom trainning으로 blood detection 테스트
#36

@km9mn km9mn closed this as completed Jun 5, 2022
updaun added a commit that referenced this issue Jun 8, 2022
@updaun
[feat] ADD blood detection in pipeline #23
5bb1b53 
add yolov5 blood detection in pipeline, violence localization module name change
jeongjae96 added a commit that referenced this issue Jun 8, 2022
@jeongjae96
Merge pull request #64 from boostcampaitech3/lyh/feat
4aeb2f3 
[feat] ADD blood detection in pipeline #23
@km9mn
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km9mn commented Aug 16, 2022 •
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https://www.videvo.net/stock-video-footage/blood/freeclips/yes/
image
메일 보냄

@km9mn km9mn reopened this Aug 16, 2022
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https://photostockeditor.com/image-rf/detecting-death-507067369

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km9mn commented Aug 21, 2022

Water Segmentation with Deep
Learning Models for Flood Detection
and Monitoring

https://shelter-project.com/download-document/?publications/Water%20Segmentation%20with%20Deep%20Learning%20Models%20for%20Flood%20Detection%20and%20Monitoring.pdf

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km9mn commented Sep 1, 2022

Detection of blood stains using computer vision-based algorithms
and their association with postoperative outcomes in thoracoscopic
lobectomies
https://watermark.silverchair.com/ezac154.pdf?token=AQECAHi208BE49Ooan9kkhW_Ercy7Dm3ZL_9Cf3qfKAc485ysgAAAvAwggLsBgkqhkiG9w0BBwagggLdMIIC2QIBADCCAtIGCSqGSIb3DQEHATAeBglghkgBZQMEAS4wEQQMimY59bsfQC24ttDRAgEQgIICoxCcuNPHIjf9TYOauOwrV9g9NSA5frAlqNCVPRzvbR2-l5alewk2njf9dQP-ivVM4YRxI1GGyKR5bdFYILuBERYYrTX6rvVYuhRQe0vf_0kGOtEJVIir3WpCWGnuZCTnRpYJJtPQ4XG2A7f0yKT3_8rEjcRqkJ8Mz2QXRstg8zYN3eUnFf2sUcwFMVCgWY4IVXplMSFM3WcGPU5_Jk2Yf18LYvhdhWuTTJ4MyFbsH3pilo9zu4O_--2mGXd1KSxup5eqkD89H-HXO-tcZeKYasNiQThoSkrHgi0hnwL1Tou3x5e7_8loy4hQHtfStFV1N58gawUaN-s0ZSo9mJRJd1WiJi25S-NX6GEeynyTWxONLVZiE07g4sDr51jUBVwxZIowBBqR0SgSyVUJlhB43gDn_vqk8DY6HJY1iGKZ-CeFKMJe9bqZ-BSCOg8Zo6Cxn4hfFVHonVEAfdF2vUJXx0Oh4-I8CGfOfXWXqw0_uHubH_Q-VybZgsIo-gnOyQTueK9Bw7bv9Mvj56nAmhxjlkkydChkyhzSyVeo75HIfEVt-iWZOG2t8qXdhXxn9NeiuCxRyBGrhG-NyZ93OdoTz8SzkWwSg18dIsLEXlqTHhgk3GldIuINeCtUXFdrS_oXoMcLFRCWTkH59MD43NRKSq_2yA55Rg1a6JuCI-IYOvUrN1a2qe3c92EffqsXygDJJLKYmvy0tvHodIdRtNpeeMS3Lrov8Ba5tR57kbcpQW1oc1WbFzIiegkYzLgZ4qiBGkmrRV2Gxe3806F6XePubrA5jvbm_p_DitO2yNkLWKSQtAQiCxAszvxT4PHAFoVJe-r2b3ZLNCLUhZytc3ge81OYXpg2xJah5wrv4hSy6E6_pQIITlhfgZYbEPsgCxR7ymTwOg

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km9mn commented Sep 2, 2022

GoogLeNet Model trained on approximately 8000 images with blood/no-blood scenes
https://github.com/aurotripathy/blood-detector

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km9mn commented Sep 2, 2022

A Machine learning algorithm based on Tensorflow framework to detect blood on face
https://github.com/Shakthi-Dhar/ML_Model-FaceBloodIdentifier

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