{"id":16940110,"url":"https://github.com/silvio2402/electrai","last_synced_at":"2025-03-21T06:11:11.548Z","repository":{"id":161720613,"uuid":"514642479","full_name":"silvio2402/electrai","owner":"silvio2402","description":"ElectrAI is a Tensorflow AI for detecting electronic components such as resistors.","archived":false,"fork":false,"pushed_at":"2022-07-16T20:47:28.000Z","size":33863,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-01-26T02:52:16.470Z","etag":null,"topics":["ai","colab-notebook","efficientdet","modelmaker","tensorflow"],"latest_commit_sha":null,"homepage":"","language":null,"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/silvio2402.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":"2022-07-16T17:24:26.000Z","updated_at":"2022-08-10T21:15:18.000Z","dependencies_parsed_at":null,"dependency_job_id":"91e083c9-4a49-4942-b97e-511367801bca","html_url":"https://github.com/silvio2402/electrai","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/silvio2402%2Felectrai","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/silvio2402%2Felectrai/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/silvio2402%2Felectrai/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/silvio2402%2Felectrai/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/silvio2402","download_url":"https://codeload.github.com/silvio2402/electrai/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244745760,"owners_count":20503050,"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":["ai","colab-notebook","efficientdet","modelmaker","tensorflow"],"created_at":"2024-10-13T21:06:19.384Z","updated_at":"2025-03-21T06:11:11.542Z","avatar_url":"https://github.com/silvio2402.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# ElectrAI\n\nElectrAI is an AI for detecting electronic components such as resistors.\u003cbr\u003e\n[Tensorflow's Colaboratory Notebook](https://colab.research.google.com/github/khanhlvg/tflite_raspberry_pi/blob/main/object_detection/Train_custom_model_tutorial.ipynb) was used as a template to this one.\n\n### Capability\n\nUnfortunately, this model isn't good at doing its job at all. This could be due to the limited dataset or processing power.\u003cbr\u003e\nDisclaimer: the following image and its detection parameters are cherry-picked.\n![Detection example](docs/IMG_1749_example.png)\n\n### Try it out\n\nYou can experiment and try it out yourself in [this Colab Notebook](https://colab.research.google.com/drive/1CR18fFD7r2XEHgFH00uNEu4eELxWT0Q7?usp=sharing).\u003cbr\u003e\nIf it isn't available anymore you can import [this file](colab/Model%20Maker%20Object%20Detection%20for%20Electrical%20Components) directly to Google Colaboratory.\n\n### Use cases\n\n- Scanner/detection app\n- Product quality control/verification\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsilvio2402%2Felectrai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsilvio2402%2Felectrai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsilvio2402%2Felectrai/lists"}