kprokofi / animal-recognition-with-voice

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

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