{"id":19302701,"url":"https://github.com/kiritoind/neural-network-for-cat-image-classification","last_synced_at":"2026-05-05T10:36:56.478Z","repository":{"id":205361360,"uuid":"714057095","full_name":"kiritoInd/Neural-Network-for-Cat-Image-Classification","owner":"kiritoInd","description":"This script defines essential functions for constructing a deep neural network from scratch for image classification. It includes activation functions like sigmoid and ReLU, data loading from H5 files, parameter initialization, forward and backward propagation for training, gradient descent for parameter updates, and functions for prediction","archived":false,"fork":false,"pushed_at":"2023-11-03T20:31:23.000Z","size":3160,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-05T23:26:58.295Z","etag":null,"topics":["classification","computer-vision","deep-learning","deep-neural-networks","jupyter-notebook","numpy","python"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/kiritoInd.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2023-11-03T20:24:59.000Z","updated_at":"2024-07-03T17:22:47.000Z","dependencies_parsed_at":null,"dependency_job_id":"3e3547da-1b4b-4375-ac51-7640b276007d","html_url":"https://github.com/kiritoInd/Neural-Network-for-Cat-Image-Classification","commit_stats":null,"previous_names":["kiritoind/cat_image_classification_neural_network","kiritoind/neural-network-for-cat-image-classification"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kiritoInd%2FNeural-Network-for-Cat-Image-Classification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kiritoInd%2FNeural-Network-for-Cat-Image-Classification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kiritoInd%2FNeural-Network-for-Cat-Image-Classification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kiritoInd%2FNeural-Network-for-Cat-Image-Classification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kiritoInd","download_url":"https://codeload.github.com/kiritoInd/Neural-Network-for-Cat-Image-Classification/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240404680,"owners_count":19796062,"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":["classification","computer-vision","deep-learning","deep-neural-networks","jupyter-notebook","numpy","python"],"created_at":"2024-11-09T23:23:28.401Z","updated_at":"2025-11-17T10:04:59.705Z","avatar_url":"https://github.com/kiritoInd.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Cat Image Classification Neural Network\n\nA from scratch neural network for classifying cat images using deep learning.\n\n## Introduction\n\nThis project is a  example of building a neural network to classify cat images. The neural network is trained on a dataset of labeled cat and non-cat images.\n\n## Features\n\n- Image classification as \"cat\" or \"not cat.\"\n- Pre-trained model for quick inference.\n- Training scripts for custom dataset.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkiritoind%2Fneural-network-for-cat-image-classification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkiritoind%2Fneural-network-for-cat-image-classification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkiritoind%2Fneural-network-for-cat-image-classification/lists"}