{"id":29875962,"url":"https://github.com/sabtain-dev/tensorflow","last_synced_at":"2026-05-16T18:34:05.867Z","repository":{"id":302446820,"uuid":"1012395353","full_name":"Sabtain-Dev/Tensorflow","owner":"Sabtain-Dev","description":"Learn and implement CNNs using TensorFlow and Keras, covering image preprocessing, classification, callbacks, visualizations from foundational concepts to real-world applications.","archived":false,"fork":false,"pushed_at":"2025-07-28T17:11:01.000Z","size":12774,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-07-28T19:12:00.825Z","etag":null,"topics":["tensorflow","tensorflow-examples","tensorflow-tutorials","tensorflow2"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Sabtain-Dev.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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}},"created_at":"2025-07-02T09:12:36.000Z","updated_at":"2025-07-28T17:11:04.000Z","dependencies_parsed_at":"2025-07-02T12:44:39.433Z","dependency_job_id":"744bfb82-4d4c-49a5-ab8f-8b484deb5c50","html_url":"https://github.com/Sabtain-Dev/Tensorflow","commit_stats":null,"previous_names":["sabtain-dev/tensorflow"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Sabtain-Dev/Tensorflow","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sabtain-Dev%2FTensorflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sabtain-Dev%2FTensorflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sabtain-Dev%2FTensorflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sabtain-Dev%2FTensorflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Sabtain-Dev","download_url":"https://codeload.github.com/Sabtain-Dev/Tensorflow/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sabtain-Dev%2FTensorflow/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":267979247,"owners_count":24175272,"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","status":"online","status_checked_at":"2025-07-31T02:00:08.723Z","response_time":66,"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":["tensorflow","tensorflow-examples","tensorflow-tutorials","tensorflow2"],"created_at":"2025-07-31T03:01:07.845Z","updated_at":"2026-05-16T18:34:05.840Z","avatar_url":"https://github.com/Sabtain-Dev.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# DeepLearning.AI TensorFlow Developer Specialization\n\nThis repository contains my work and notes from courses in the [DeepLearning.AI TensorFlow Developer Specialization](https://www.coursera.org/professional-certificates/tensorflow-in-practice) on Coursera.\n\n## Overview\n\nIn this courses, I learned to build and train **Convolutional Neural Networks (CNNs)** using TensorFlow and Keras. The course involved working with real-world image datasets and implementing neural networks that can recognize patterns in complex visual data.\n\n### Key Concepts Covered\n- TensorFlow \u0026 Keras fundamentals for computer vision tasks\n- Implementing CNNs using `Conv2D`, `MaxPooling2D`, `Dense`, `Flatten`, and `Dropout`\n- Image preprocessing and normalization using `Rescaling` layers\n- Custom training callbacks for early stopping\n- Dataset creation using `image_dataset_from_directory` and `tf.data`\n- Feature map visualization to interpret model behavior\n- Real-time image classification using Jupyter widgets\n\n---\n\n## 🛠️ Tools \u0026 Libraries\n\n- TensorFlow / Keras\n- Matplotlib\n- NumPy\n- Ipywidgets (for interactive image upload)\n- tf.data.Dataset API\n\n---\n\n## Repository Structure\nTensorflow/\n- ├── Week1/\n- ├── Week2/\n- ├── Week3/\n- ├── Week4/\n- ├── Week5/\n- ├── Week6/\n- ├── Week7/\n- ├── Week8/\n- ├── Week9/\n- ├── Week10/\n- └── README.md\n\n\n## How to Use\n\n1. Clone this repository:\n   ```bash\n   git clone https://github.com/yourusername/Tensorflow.git\n   cd tensorflow\n\n2. Install Requiremnents:\n   ```bash\n   pip install -r requirements.txt\n\n## Links\n- [TensorFlow Developer Specialization on Coursera](https://www.coursera.org/professional-certificates/tensorflow-in-practice)\n- https://www.tensorflow.org/api_docs\n- https://keras.io/api/\n\n## Author\nM. Sabtain Khan\n- Connect with me on \n- Linkedin: https://www.linkedin.com/in/msabtainkhan/\n- GitHub : [@Sabtain-Dev](https://github.com/Sabtain-Dev)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsabtain-dev%2Ftensorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsabtain-dev%2Ftensorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsabtain-dev%2Ftensorflow/lists"}