Convolutional Neural Networks (CNN) Model from scratch for Object Detection

Convolutional Neural Networks (CNN) Model from scratch for Object Detection

CNN Model made from scratch, using the most popular Kaggle dataset Fruits-360 and obtaining 98% accuracy. Convolutional Neural Networks (CNN) Model from scratch for Object Detection

If you can’t explain it simply, you don’t understand it well enough - Einstein, the Man and His Achievement By G. J. Whitrow, Dover Press 1973.

CNN Model made from scratch, using the most popular Kaggle dataset  Fruits-360 and obtaining 98% accuracy.

Step 1- Importing Dataset From Kaggle to Google Colab

Login to your Kaggle account and go to My Account, and download Kaggle.json file by clicking on CREATE NEW API. Then on Google colab upload the same API by following this code gist

!pip install -q kaggle
from google.colab import files
files.upload()
#upload your kaggle.json kaggle api
  • Directly import the whole dataset to google colab and unzip the same
! mkdir ~/.kaggle
! cp kaggle.json ~/.kaggle/
! chmod 600 ~/.kaggle/kaggle.json
! kaggle datasets download -d moltean/fruits

! mkdir fruits
! unzip fruits.zip -d fruits

image-recognition cnn data-science convolutional-neural-net neural-networks

Bootstrap 5 Complete Course with Examples

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Building a simple Applications with Vue 3

Deno Crash Course: Explore Deno and Create a full REST API with Deno

How to Build a Real-time Chat App with Deno and WebSockets

Convert HTML to Markdown Online

HTML entity encoder decoder Online

Convolutional Neural Network (CNN)

It is instructive for instance to trace the computer industry’s to decline in vision, idealism, creativity, romance and sheer fun as it becomes more important and prosperous. Let's look into computational neural network architecture and constructing a cnn model for detection of ship using satellite imagery.

50 Data Science Jobs That Opened Just Last Week

Data Science and Analytics market evolves to adapt to the constantly changing economic and business environments. Our latest survey report suggests that as the overall Data Science and Analytics market evolves to adapt to the constantly changing economic and business environments, data scientists and AI practitioners should be aware of the skills and tools that the broader community is working on. A good grip in these skills will further help data science enthusiasts to get the best jobs that various industries in their data science functions are offering.

Convolutional Neural Network: How is it different from the other networks?

Convolutional Neural Network: How is it different from the other networks? What’s so unique about CNNs and what does convolution really do? This is a math-free introduction to the wonders of CNNs.

A Simple Convolutional Neural Network Summary for Binary Image Classification with Keras.

Convolutional neural networks (CNN’s) are the main deep learning tool to use for image processing. I recently used a CNN for my latest student project here at Flatiron and got to have a look at how they work and how they differ from dense neural networks, in addition to how they perform better when working with images and python. A Simple Convolutional Neural Network Summary for Binary Image Classification With Keras.

Coding Convolutional Neural Networks (CNN) with TensorFlow

Learn the foundations of convolutional neural networks for computer vision and build a CNN with TensorFlow.