[Model] Blood detection

[km9mn]

What?

• blood detection관련 논문, 레포 서치

Why?

• violence localization + 모자이크

Todo

• [ ] paperswithcode에서 서치
• [ ] inference

[km9mn]

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

[km9mn]

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

초분광이미지에서의 blood detection

[km9mn]

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

[km9mn]

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

6년전 코드라 그런지 python2를 쓰는 듯하고 https://github.com/changjenyin/blood_detection_CNN/issues/1 를 보면 pretrained가 없는 것 같다

[km9mn]

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

[yoonghee]

YOLOv5 custom trainning으로 blood detection 테스트 https://github.com/boostcampaitech3/final-project-level3-cv-09/issues/36

[km9mn]

https://www.videvo.net/stock-video-footage/blood/freeclips/yes/ 메일 보냄

[jeongjae96]

https://photostockeditor.com/image-rf/detecting-death-507067369

[km9mn]

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

[km9mn]

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

[km9mn]

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

[km9mn]

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