{"id":18610993,"url":"https://github.com/beangreen247/object-detection-using-tensorflow","last_synced_at":"2026-05-01T19:31:41.116Z","repository":{"id":153757234,"uuid":"216622319","full_name":"BeanGreen247/Object-detection-using-Tensorflow","owner":"BeanGreen247","description":"Object detection in Python using Tensorflow API.","archived":false,"fork":false,"pushed_at":"2019-12-29T18:15:01.000Z","size":17,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2026-04-24T05:41:43.159Z","etag":null,"topics":["ai","beangreen247","detection","neural-networks","object","python","tensorflow"],"latest_commit_sha":null,"homepage":null,"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/BeanGreen247.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":"2019-10-21T17:08:32.000Z","updated_at":"2019-12-29T10:54:02.000Z","dependencies_parsed_at":null,"dependency_job_id":"ed884dfe-9b6e-4e64-a429-d3c594d2b307","html_url":"https://github.com/BeanGreen247/Object-detection-using-Tensorflow","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/BeanGreen247/Object-detection-using-Tensorflow","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BeanGreen247%2FObject-detection-using-Tensorflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BeanGreen247%2FObject-detection-using-Tensorflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BeanGreen247%2FObject-detection-using-Tensorflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BeanGreen247%2FObject-detection-using-Tensorflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/BeanGreen247","download_url":"https://codeload.github.com/BeanGreen247/Object-detection-using-Tensorflow/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BeanGreen247%2FObject-detection-using-Tensorflow/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32510617,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-30T13:12:12.517Z","status":"online","status_checked_at":"2026-05-01T02:00:05.856Z","response_time":64,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["ai","beangreen247","detection","neural-networks","object","python","tensorflow"],"created_at":"2024-11-07T03:12:20.786Z","updated_at":"2026-05-01T19:31:41.095Z","avatar_url":"https://github.com/BeanGreen247.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Object detection using Tensorflow\n## Background\nBefore we begin I think it would be best to explain my reasoning for trying out Object detection using Tensorflow.\n\nIt all started on November in the year 2018, when I came across AI and wanted to make my own project using some sort of API. Back then I did't know what AI even ment or what it was. All I knew was that it sounded cool. \n\nSo I started off my new years resoliton with making a project that would use Tensorflow. I was so ready and exited, but it did't last long. As I started learning about neural networks and AI in general I soon realized that I wasn't good enough.\n\nFrom that point on I started learning about all the math and logic needed to create neural networks to better understand how they work. I would like to say that it was easy, but it wasn't. I went through a lot of sleepless nights for weeks and moths. And after some time it all suddenly clicked.\n\nMy first experience with neural networks was with a [neural network simulator wirtten in C#](https://github.com/BeanGreen247/neural-network-simulator). That took a few months to make. After that I continued my studies on AI.\n\nA few months have passed since then and that's where this project comes into play. I hope you enjoy it.\n\n## Studying sources\nThe Books, Studying Sheets and Videos I used can be found [here](https://mega.nz/#F!GkdiEIiC!8dd7AboObDBlKPACiVz54A).\n\n## Setup\n### Install python\n```\nsudo apt install python python-dev python3.6 python3.6-dev python-tk protobuf-compiler\nsudo apt install python-pip python3-pip \n```\n### Upgrade setuptools\n```\npip3 install --upgrade setuptools\n```\n### Install the dependencies\n```\npip3 install tensorflow==1.5\npip3 install opencv-python\npip3 install keras\npip3 install imageAI\npip3 install matplotlib\npip3 install utils\n```\n### Prepare the enviroment\n```\nmkdir Tensorflow\ncd Tensorflow\ngit clone https://github.com/tensorflow/models\ncd models/research/\nprotoc object_detection/protos/*.proto --python_out=.\nexport PYTHONPATH=$PYTHONPATH:pwd:pwd/slim\nwget http://download.tensorflow.org/models/object_detection/ssd_mobilenet_v1_coco_11_06_2017.tar.gz\nwget https://raw.githubusercontent.com/BeanGreen247/Object-detection-using-Tensorflow/master/objectdetection.py\n```\n### Run the program from the research directory\n```\npython3.6 objectdetection.py\n```\nLet me know what you think.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbeangreen247%2Fobject-detection-using-tensorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbeangreen247%2Fobject-detection-using-tensorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbeangreen247%2Fobject-detection-using-tensorflow/lists"}