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Sound-based Bird Classification - using AI, acoustics and ornithology to classify birds in the environment, an environmental awareness project (Web Application, Flask, Python)

Home Page: https://wimlds.voicelab.ai/

Jupyter Notebook 98.63% HTML 0.15% Python 0.07% JavaScript 1.03% CSS 0.13%

audio-processing deep-learning machine-learning neural-network python sound spectrogram

sound-based-bird-species-detection's Introduction

Hi there 👋 I am a passionate Data Scientist based in Sydney, Australia

💬 Ask me about our local chapter of Women in Machine Learning & Data Science (WiMLDS) which I co-founded.
👯 I'm an active member and global ambassador of WomenTech network, member of Women in AI (WAI) and a member of The International Society for Data Science and Analytics (ISDSA)
👯 I’m looking to collaborate on AI for Good projects (especially climate change counteraction)

Some of my previous after-work projects:

🔭 AI to detect plastic waste in the environment in order to combat environmental pollution and promote a circular economy
🔭 Environmental awareness project where AI, acoustics and ornithology were used to classify birds in the environment
🔭 COVID-19 By Country - the influence of lockdowns, vaccinations and Human Development Index
🔭 Comparing and contrasting cultures of different countries based on six anthropological areas that define societies

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sound-based-bird-species-detection's Issues

After downloading, configuring the environment, and running the app. py file, I entered the specified webpage and uploaded the wav file, but it always displayed audio that was not a bird

After downloading, configuring the environment, and running the app. py file, I entered the specified webpage and uploaded the wav file, but it always displayed audio that was not a bird

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