{"id":20696780,"url":"https://github.com/engichang1467/catdognn-api","last_synced_at":"2026-05-05T15:39:37.651Z","repository":{"id":113302284,"uuid":"325488283","full_name":"engichang1467/CatDogNN-API","owner":"engichang1467","description":"Using Tensorflow, Keras to create Deep Learning Neural Network API that can differentiate images between cats and dogs.","archived":false,"fork":false,"pushed_at":"2021-01-01T19:31:40.000Z","size":2687,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-01-17T18:29:43.993Z","etag":null,"topics":["api","flask","keras","neural-network","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"HTML","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/engichang1467.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":"2020-12-30T07:46:00.000Z","updated_at":"2021-01-01T19:31:43.000Z","dependencies_parsed_at":null,"dependency_job_id":"077f717d-0b42-42e7-ac5c-d69daa9ade81","html_url":"https://github.com/engichang1467/CatDogNN-API","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/engichang1467%2FCatDogNN-API","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/engichang1467%2FCatDogNN-API/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/engichang1467%2FCatDogNN-API/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/engichang1467%2FCatDogNN-API/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/engichang1467","download_url":"https://codeload.github.com/engichang1467/CatDogNN-API/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":242961754,"owners_count":20213315,"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":["api","flask","keras","neural-network","tensorflow"],"created_at":"2024-11-17T00:15:11.828Z","updated_at":"2025-12-06T15:02:14.884Z","avatar_url":"https://github.com/engichang1467.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Keras Cat or Dog Predictor API\n\n- Using Tensorflow, Keras and Flask to develop a Deep Learning Neural Network API that can differentiate images between cats and dogs.\n- Exploring the usage of Deep Neural Network and Image recognition applications with TensorFlow and Keras.\n\n![](src/demo.gif)\n\n## How to run it \n\n- Download ```VGG16_cats_and_dogs.h5``` file [here](https://drive.google.com/file/d/19yICdtSbU_YkQBRxJ2if9KJwUL1oY5xs/view) (This file is too big to store on GitHub)\n    - It contains the trained model that we need for this project\n\n- Install everything you need from ```requirements.txt```\n\n```\npip install -r requirements.txt\n```\n\n- Run the app\n\n```\nexport FLASK_APP=app.py\nflask run --host=0.0.0.0\n```\n\n- Go to this [link](https://localhost:5000/static/index.html) to see it for yourself\n```\nlocalhost:5000/static/index.html\n```\n\n- HAVE FUN!!!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fengichang1467%2Fcatdognn-api","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fengichang1467%2Fcatdognn-api","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fengichang1467%2Fcatdognn-api/lists"}