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animal-recognition-with-voice

HSE project. Idea to create animal detection system with voice guidance

Requirements

main

  • python==3.7
  • tensorflow
  • numpy

telegram bot

  • Pillow==8.2.0
  • torch==1.8.1+cpu
  • torchaudio==0.8.1
  • torchvision==0.9.1+cpu
  • python-telegram-bot==13.4.1
  • tornado==6.1
  • python-dotenv==0.17.1
  • imgaug
  • opencv-python
  • opencv-contrib-python

android app

  • fluter SDK
  • tflite

Result metrics

  • mAP@IoU=0.50 result: 58.671837
  • mPrec@IoU=0.50 result: 24.441985
  • mRec@IoU=0.50 result: 72.986519