{"id":24692862,"url":"https://github.com/chewzzz1014/tensorflow-learning","last_synced_at":"2026-05-01T21:05:13.911Z","repository":{"id":73873909,"uuid":"604520454","full_name":"chewzzz1014/tensorflow-learning","owner":"chewzzz1014","description":null,"archived":false,"fork":false,"pushed_at":"2023-03-07T07:31:36.000Z","size":68344,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-10-29T20:53:44.422Z","etag":null,"topics":["object-detection","project","python","tensorflow"],"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/chewzzz1014.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2023-02-21T08:30:00.000Z","updated_at":"2023-10-16T00:37:28.000Z","dependencies_parsed_at":"2025-10-29T20:51:40.414Z","dependency_job_id":null,"html_url":"https://github.com/chewzzz1014/tensorflow-learning","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/chewzzz1014/tensorflow-learning","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chewzzz1014%2Ftensorflow-learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chewzzz1014%2Ftensorflow-learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chewzzz1014%2Ftensorflow-learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chewzzz1014%2Ftensorflow-learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/chewzzz1014","download_url":"https://codeload.github.com/chewzzz1014/tensorflow-learning/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chewzzz1014%2Ftensorflow-learning/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32512695,"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":["object-detection","project","python","tensorflow"],"created_at":"2025-01-26T20:17:27.246Z","updated_at":"2026-05-01T21:05:13.900Z","avatar_url":"https://github.com/chewzzz1014.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Overview\nUsing Tensorflow Object Detection API with 10 train images, 4 test images and 4 detection classes. Trained on Ubuntu server.\n\n## Project Structure\n```\ntraining_demo/\n├─ annotations/\n├─ exported-models/\n│  └─ my_model/\n│     ├─ checkpoint/\n│     ├─ saved_model/\n│     └─ pipeline.config\n├─ images/\n│  ├─ test/\n│  └─ train/\n├─ models/\n│  └─ my_ssd_resnet50_v1_fpn/\n│     └─ pipeline.config\n├─ pre-trained-models/\n└─ README.md\n```\n\n## Train Result\nTraining with num_steps: 500 (took 2 hours++ zzzzzz...)\n\n![image](https://user-images.githubusercontent.com/92832451/220566068-f03dd1db-f135-4ad5-bb56-33872764ac7c.png)\n\n![image](https://user-images.githubusercontent.com/92832451/220566156-2ef3a669-361f-48f0-a243-525214d75a17.png)\n\n\n\n## References\n1. https://colab.research.google.com/github/mlnuggets/maskrcnn/blob/main/Object_detection_with_TensorFlow_2_Object_detection_API.ipynb\n\n2. https://colab.research.google.com/drive/1QCU_dCR0ozI8j6X2btEDCsaUk5p_b1uw?usp=sharing\n\n3. https://tensorflow-object-detection-api-tutorial.readthedocs.io/en/latest/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchewzzz1014%2Ftensorflow-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fchewzzz1014%2Ftensorflow-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchewzzz1014%2Ftensorflow-learning/lists"}