Energy-efficient system for detection of elephants with Machine Learning

Introduction

1. Early warning system

2. Developing Neural Network

model = models.Sequential()model.add(Conv2D(FilterNum1, FilterSize, 
activation='relu',
padding="same",
input_shape=(60,80, 1)))
model.add(MaxPooling2D((2, 2)))
model.add(Conv2D(FilterNum2, FilterSize,
activation='relu',
padding="same")
model.add(MaxPooling2D((2, 2)))
model.add(Conv2D(FilterNum3, FilterSize,
activation='relu',
padding="same")
model.add(Flatten())
model.add(Dense(DenseSize, activation='relu'))
model.add(Dropout(DropoutRate))
model.add(Dense(4), activation='softmax')

3. Hardware and firmware

4. Results

Conclusion

--

--

--

We are applying today’s knowledge to create systems for an open future.

Love podcasts or audiobooks? Learn on the go with our new app.

Recommended from Medium

Ch 6. Optimizing Data for Flexible Image Recognition

Support Vector Machines Tutorial

Optimized Space Invaders using Deep Q-learning: An Implementation in Tensorflow 2.0.

What is XGBoost model?

Detecting eye disease using AI (kaggle bronze place)

Linear Regression

Image result for linear regression

Top 5 Unknown Machine Learning Models Repository On Github To Help You Through Your Data Science…

MLP and Image: The Relationship That Never Worked

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Institute IRNAS

Institute IRNAS

We are applying today’s knowledge to create systems for an open future.

More from Medium

Help! This data is misleading.

A dog wrapped with a blanket

Fraud Prevention: Exploration-Exploitation Tradeoff in AI-based Systems

Emotion Recognition From Speech

Everything that you need to know about Unicode and UTF-8