Kaggle URL: https://www.kaggle.com/arpitjain007/dog-vs-cat-fastai

Dog vs Cat Classifier is a deep learning model built with TensorFlow to classify images as either dogs or cats. It utilizes a Convolutional Neural Network (CNN) and is trained on the Dog vs Cat dataset from Kaggle. The repository includes training and prediction scripts, allowing users to train the model and classify new images easily. 🚀

Implement Dog vs Cat Prediction Model in Android app

# Provided by Somayeh Komeylian: PhD Student at UCSD & SDSU # # Machine Learning # # Type of dataset: Binary calssification # path = kagglehub.dataset_download("anthonytherrien/dog-vs-cat") # Test your model’s prediction in Tkinter: Select the download tab, upload an image, and the model will generate a prediction

It is a web application where one user can test their images to predict whether the image is a dog or a cat! The model has the power to predict image of Cats and Dogs only, so you are requested to give image of a Cat Or a Dog, unless useless prediction can be done!!!

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Convolutional Neural Network is going to learn differences between a cat and a dog and make predictions.

the development of a Cat vs Dog prediction model using Convolutional Neural Networks (CNNs)! 📊🤖 🐈🆚🐕 Ever wondered if you could tell a cat from a dog just by looking at a picture? With the power of deep learning and image recognition, we can now do just that! 📸💡

Cat vs Dog Image Classification using VGG16 A simple deep learning project using TensorFlow and Keras to classify images of cats and dogs. Uses VGG16 pretrained model with image augmentation, training on local GPU, and supports prediction on new images.

A CNN model to analyse an image and to predict whether the image is of a cat or a dog. The accuracy obtained using the model is about 80.5%.

prediction of cat and dog

Predicting whether the selected image is of dog or cat

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An End-to-End Deep-Learning Web Application for Cat/Dog Prediction using Keras with Tensorflow Backend.

Built a tensorflow.keras.Sequential model, trained the model by kaggle dogs and cats pictures(from https://www.kaggle.com/datasets/arpitjain007/dog-vs-cat-fastai), Get 0.98 accuracy on prediction.

A deep learning project for classifying dog and cat images using MobileNet. Includes dataset handling, training, evaluation, and predictions. Lightweight and efficient for deployment-ready applications.

🐶🐱 Dog vs Cat Image Classifier using Deep Learning A deep learning project that classifies images as either a dog or a cat using a Convolutional Neural Network (CNN) built with TensorFlow/Keras. The model is trained on a labeled dataset of images and includes support for predictions via a command line script or a simple Flask web app. 🔧 Feature

To start your Deep Learning Journey with Python, Cats vs Dog classification is the best fundamental Deep Learning project. In this project, we will create a model with the help of Python keras which will classify whether the image is of dog or cat. About Cats and Dogs Prediction Project In this project, we will be using a Convolutional Neural Network to create our model which will predict whether the image is of dog or cat. We will create a GUI in which we will directly upload the image and predict whether the image contains a dog or cat. Now, let’s directly dive into the implementation of this project: Dataset we will be using: In this we will be using the famous dataset that is the Asirra( animal species image recognition for restricting access) dataset, which was introduced in 2013 for a machine learning competition. The dataset consist of 25,000 images with equal numbers of cats and dogs. You can download the Dogs and Cats dataset using the following link: Dogs and Cats Dataset Project Prerequisites: You should firstly install all the required libraries in your system with the help of pip installer. The name of libraries you should install are: Numpy Pandas Matplotlib Tensorflow Keras sklearn You can install this using pip by opening your cmd and type (For ex: pip install numpy, pip install tensorflow, pip install pandas, etc).

Prediction Cat or Dog

Demo Image prediction Nature and dog_cat

Predicts if the image is a Cat or a Dog using tensorflow Binary Classification

TO predict the dog or cat simple prediction

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A machine learning project that classifies images as cats or dogs.

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