{"id":19124255,"url":"https://github.com/syedsaadahmed/python_mnist_script","last_synced_at":"2025-02-22T13:57:20.366Z","repository":{"id":112189759,"uuid":"319803687","full_name":"syedsaadahmed/python_MNIST_script","owner":"syedsaadahmed","description":"A small python project for learning and producing results from MNIST data set","archived":false,"fork":false,"pushed_at":"2021-01-24T21:41:33.000Z","size":13558,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-03T09:19:05.238Z","etag":null,"topics":["imageclassification","keras-tensorflow","machine-learning","mnist-dataset","python","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","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/syedsaadahmed.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":"2020-12-09T01:08:30.000Z","updated_at":"2021-01-24T21:41:36.000Z","dependencies_parsed_at":"2023-05-19T07:45:49.740Z","dependency_job_id":null,"html_url":"https://github.com/syedsaadahmed/python_MNIST_script","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/syedsaadahmed%2Fpython_MNIST_script","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/syedsaadahmed%2Fpython_MNIST_script/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/syedsaadahmed%2Fpython_MNIST_script/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/syedsaadahmed%2Fpython_MNIST_script/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/syedsaadahmed","download_url":"https://codeload.github.com/syedsaadahmed/python_MNIST_script/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240183761,"owners_count":19761439,"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":["imageclassification","keras-tensorflow","machine-learning","mnist-dataset","python","tensorflow"],"created_at":"2024-11-09T05:28:34.295Z","updated_at":"2025-02-22T13:57:20.341Z","avatar_url":"https://github.com/syedsaadahmed.png","language":"Python","readme":"# PYTHON MNIST DATASET BASED PROJECT\nA small python project for learning and producing results from MNIST data set. Developing a Convolutional Neural Network From Scratch for MNIST Handwritten Digit Classification.\n\n# Pre-requisites\n\n## Docker must be Installed in your system in order to execute it\n\nGet it from here: https://docs.docker.com/get-docker/\n\n# Execution\n\n**First of all pull the Docker image from Dockerhub**\n```\ndocker pull syedsaadahmed2094/machine_learning_image:v1\n```\n\n**Second, Move to the directory where you have clone the GIT repository.**\n```\ncd /path to git repo/\n```\n\n**Thirdly create the container from that Image, It contains all the dependencies for the script to execute**\n```\ndocker run -itd -v $(pwd):/machine_learning_project [image_id] bash\n```\n\n**Get inside the container that is being created using the container ID**\n```\ndocker attach [container ID]\n```\n\n**Finally you can find all the files of the repo inside the container, just go to**\n```\ncd /machine_learning_project\n```\n\n**Help taken for**\n\nhttps://machinelearningmastery.com/how-to-develop-a-convolutional-neural-network-from-scratch-for-mnist-handwritten-digit-classification/\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsyedsaadahmed%2Fpython_mnist_script","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsyedsaadahmed%2Fpython_mnist_script","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsyedsaadahmed%2Fpython_mnist_script/lists"}