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This repository hosts all the scripts used in the implementation of bird detection models. We are using Convolutional Neural Networks(CNN)'s Faster R-CNN, Single Shot Detector(SSD), and YOLOv3 meta-architectures while utilizing ResNet-101, MobileNet, Inception ResNet v2 and VGG-16 feature extraction Networks (backbone network).

Python 29.91% Jupyter Notebook 70.09%
artificial-intelligence convolutional-neural-networks deep-learning faster-rcnn machine-learning mobilenetv2 resnet-101 resnet-152 resnet-50 ssd

bird_detection's Introduction

MasterHead

๐Ÿ‘‹ Hello there! Welcome to my GitHub profile. I'm thrilled to have you here! This is the place where I showcase my projects, share my code, and collaborate with other amazing developers and enthusiasts like yourself. Feel free to explore, learn, and contribute. Let's dive in!

About Me

I'm a passionate data scientist with a strong background in developing and deploying AI-powered solutions. I have a deep love for data and enjoy solving complex problems using cutting-edge technologies. My journey in the field of data science has been an exciting and continuous learning experience.

What You'll Find Here

In this repository, you'll find a diverse collection of projects, experiments, and research work that reflect my interests and expertise. I believe in the power of open source and strive to make my code accessible, well-documented, and easy to understand. I hope you'll find value in exploring these projects and perhaps even find inspiration for your own endeavors. Coding

mirugwe1

mirugwealex1

  • ๐ŸŒฑ Iโ€™m currently learning PyTorch, Generative AI modeling

  • ๐Ÿ“ I regularly write articles on The application of machine learning and deep learning in healthcare

  • ๐Ÿ’ฌ Ask me about Python, R, Tensorflow, Machine Learning, Deep Learning

  • ๐Ÿ“ซ How to reach me [email protected]

Connect with me:

I love connecting with fellow data scientists, researchers, and enthusiasts. If you have any questions, ideas, or just want to say hello, feel free to reach out to me. You can find me on various platforms:

mirugwealex1 mirugwe-alex-62a78492 mirugwe_alex mirugwe alex mirugwe.alex mirugwe_alex @mirugwejalex

Languages and Tools:

aws git hadoop mongodb mssql mysql opencv pandas photoshop postgresql python pytorch scikit_learn seaborn tensorflow

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