https://github.com/altunenes/bonobo_chimp

A yolo model for discriminating between bonobo and chimpanzee faces

https://github.com/altunenes/bonobo_chimp

Science Score: 10.0%

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    Low similarity (4.9%) to scientific vocabulary

Keywords

bonobo chimpanzee faces yolov4
Last synced: 6 months ago · JSON representation

Repository

A yolo model for discriminating between bonobo and chimpanzee faces

Basic Info
  • Host: GitHub
  • Owner: altunenes
  • License: mit
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 398 KB
Statistics
  • Stars: 4
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
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bonobo chimpanzee faces yolov4
Created almost 5 years ago · Last pushed over 4 years ago

https://github.com/altunenes/Bonobo_Chimp/blob/main/

[![CodeFactor](https://www.codefactor.io/repository/github/emportent/bonobo_chimp/badge/main)](https://www.codefactor.io/repository/github/emportent/bonobo_chimp/overview/main)

# Bonobo_Chimp
-A Yolo 4 model for discriminating between bonobo and chimpanzee faces-

# Story

While I worked in great-ape faces at the laboratory I discerned that people who unfamiliar with these species' faces are failed to discriminate between chimpanzee and bonobo faces. "They all look to same" always I heard from participants throughout my research period. Today, I thought maybe this model may help those who trying to discriminate between bonobo and chimpanzee faces. Many of you maybe have a belief that our closest genetic relatives are chimpanzees. However, we now know that we share approximately 98.7% of our DNA with chimps and bonobos. Both species are more closely related to humans. DNA evidences suggests the bonobo and chimpanzee species diverged approximately 890,000860,000 years ago doi: https://www.nature.com/articles/nature04789 & https://www.nature.com/articles/srep11356

I trained my model in google-collab with a free graphic card for about 6.5+ hours. I put here only the 3000th weight file after the test of overfitting. I always use 3000 weights for detection, which has the %90  mean average precision (mAP@0.50 = 0.906938 -Detection Time: 4 Seconds) 


# Download Weight File (244mb)
Weigths for 3000 iteration:           bonoboChimp.weights

Scientific paper for Yolo v4: https://arxiv.org/abs/2004.10934

Darknet Manual for the training:              https://github.com/AlexeyAB/darknet/wiki

![bonobo](https://user-images.githubusercontent.com/54986652/108881601-8653e280-7614-11eb-8e83-f18b0fc0183a.jpg)

![Eu2rB9FXMAYJvFm](https://user-images.githubusercontent.com/54986652/108881656-966bc200-7614-11eb-8712-e71cc883532e.jpg)

![Eu2rpfOXYAYhaSS](https://user-images.githubusercontent.com/54986652/108881873-d632a980-7614-11eb-853d-45ca9588adff.jpg)

Owner

  • Name: Enes
  • Login: altunenes
  • Kind: user

I like science, computers, and budgies :-)

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