https://github.com/kprokofi/animal-recognition-with-voice

HSE project. Idea to create animal detection system with voice guidance
https://github.com/kprokofi/animal-recognition-with-voice

animal-detection computer-vision

Last synced: 17 days ago
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HSE project. Idea to create animal detection system with voice guidance

• Host: GitHub
• URL: https://github.com/kprokofi/animal-recognition-with-voice
• Owner: kprokofi
• License: mit
• Created: 2021-03-17T15:05:12.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2021-06-16T15:26:33.000Z (over 3 years ago)
• Last Synced: 2024-01-23T20:26:47.333Z (12 months ago)
• Topics: animal-detection, computer-vision
• Language: Python
• Homepage:
• Size: 32.2 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# 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