{"id":24543630,"url":"https://github.com/aditya-ranjan1234/catvsdog-classifier","last_synced_at":"2025-03-16T07:44:47.644Z","repository":{"id":243429201,"uuid":"812401376","full_name":"Aditya-Ranjan1234/CatVsDog-Classifier","owner":"Aditya-Ranjan1234","description":"Find whether the given image if of a CAT or DOG","archived":false,"fork":false,"pushed_at":"2024-06-08T20:04:31.000Z","size":24,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-16T07:44:44.380Z","etag":null,"topics":["classifier","cnn","keras-neural-networks","ml"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Aditya-Ranjan1234.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-06-08T19:32:55.000Z","updated_at":"2024-12-22T05:21:23.000Z","dependencies_parsed_at":"2024-06-08T20:48:10.491Z","dependency_job_id":"3ab6fe8f-7089-4d4c-9d4d-9242ad283264","html_url":"https://github.com/Aditya-Ranjan1234/CatVsDog-Classifier","commit_stats":null,"previous_names":["aditya-ranjan1234/catvsdog_classifier","aditya-ranjan1234/catvsdog-classifier"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aditya-Ranjan1234%2FCatVsDog-Classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aditya-Ranjan1234%2FCatVsDog-Classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aditya-Ranjan1234%2FCatVsDog-Classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Aditya-Ranjan1234%2FCatVsDog-Classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Aditya-Ranjan1234","download_url":"https://codeload.github.com/Aditya-Ranjan1234/CatVsDog-Classifier/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243841192,"owners_count":20356441,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["classifier","cnn","keras-neural-networks","ml"],"created_at":"2025-01-22T20:14:34.894Z","updated_at":"2025-03-16T07:44:47.612Z","avatar_url":"https://github.com/Aditya-Ranjan1234.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Cat and Dog Image Classifier\n\nThis repository contains a Convolutional Neural Network (CNN) model built using TensorFlow/Keras to classify images as either cats or dogs.\n\n## Overview\n\nThe model is trained on a dataset of 5000 cat and dog images and achieves a reasonable level of accuracy in distinguishing between the two classes. The dataset is split into training and validation sets.\n\n## Installation\n\nClone the repository:\n\n    ```\n    git clone https://github.com/Aditya-Ranjan1234/CatVsDog_Classifier.git\n\n## Model Architecture\n\nThe CNN model consists of the following layers:\n- Convolutional layers with ReLU activation\n- MaxPooling layers\n- Fully connected (Dense) layers\n- Sigmoid activation in the output layer for binary classification\n\n## Dataset\n\nThe dataset used : https://www.kaggle.com/datasets/salader/dogs-vs-cats/data\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faditya-ranjan1234%2Fcatvsdog-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faditya-ranjan1234%2Fcatvsdog-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faditya-ranjan1234%2Fcatvsdog-classifier/lists"}