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