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UTSAVS26 / PyVerse

PyVerse is an open-source collection of diverse Python projects, tools, and scripts, ranging from beginner to advanced, across various domains like machine learning, web development, and automation.
https://sites.google.com/view/pyverse-python-universe/
MIT License
66 stars 179 forks source link

Deep Transfer Learning for Bird Image Classification #821

Open Varunshiyam opened 2 hours ago

Varunshiyam commented 2 hours ago

Have you completed your first issue?

Guidelines

Latest Merged PR Link

PR no : https://github.com/UTSAVS26/PyVerse/pull/697 which Solved the Issue https://github.com/UTSAVS26/PyVerse/issues/674 PR no : https://github.com/UTSAVS26/PyVerse/pull/662 which Solved the Issue https://github.com/UTSAVS26/PyVerse/issues/617

Project Description

AI-powered Wildlife Conservation:

Deep Learning: CNNs (e.g., MobileNetV2), transfer learning, image augmentation. Data Sources: Camera traps, acoustic recordings, satellite imagery, sensor data.

Applications:

Species identification & classification Wildlife tracking & behavior analysis Poaching prevention Habitat monitoring Predictive modeling (population, extinction risk, climate change impact) Tools: TensorFlow, Keras, ImageDataGenerator. Evaluation: Precision, recall, F1-score, accuracy.

Full Name

Varunshiyam

Participant Role

GSSOC, hacktoberfest

github-actions[bot] commented 2 hours ago

🙌 Thank you for bringing this issue to our attention! We appreciate your input and will investigate it as soon as possible.

Feel free to join our community on Discord to discuss more!

Varunshiyam commented 36 minutes ago

It is a Deep Learning Model which recognize the Images, thus it deserves Level 2