{"id":15683673,"url":"https://github.com/rishit-dagli/cv-with-tf-demos","last_synced_at":"2025-05-07T14:20:30.215Z","repository":{"id":54151842,"uuid":"283279342","full_name":"Rishit-dagli/CV-with-TF-Demos","owner":"Rishit-dagli","description":"My talk about Computer Vision with TensorFlow","archived":false,"fork":false,"pushed_at":"2021-03-07T13:58:03.000Z","size":70734,"stargazers_count":10,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-31T10:51:19.568Z","etag":null,"topics":["cnn","cnn-classification","cnn-keras","computer-vision","deep-learning","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":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Rishit-dagli.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-07-28T17:16:54.000Z","updated_at":"2021-10-15T14:03:37.000Z","dependencies_parsed_at":"2022-08-13T07:40:48.200Z","dependency_job_id":null,"html_url":"https://github.com/Rishit-dagli/CV-with-TF-Demos","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/Rishit-dagli%2FCV-with-TF-Demos","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Rishit-dagli%2FCV-with-TF-Demos/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Rishit-dagli%2FCV-with-TF-Demos/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Rishit-dagli%2FCV-with-TF-Demos/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Rishit-dagli","download_url":"https://codeload.github.com/Rishit-dagli/CV-with-TF-Demos/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252892511,"owners_count":21820649,"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":["cnn","cnn-classification","cnn-keras","computer-vision","deep-learning","tensorflow"],"created_at":"2024-10-03T17:08:09.867Z","updated_at":"2025-05-07T14:20:30.197Z","avatar_url":"https://github.com/Rishit-dagli.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# CV with TensorFlow Demos [![Twitter URL](https://img.shields.io/twitter/url?style=social\u0026url=https%3A%2F%2Fgithub.com%2FRishit-dagli%2FML-with-Android-11)](https://twitter.com/intent/tweet?text=Wow:\u0026url=https%3A%2F%2Fgithub.com%2FRishit-dagli%2FCV-with-TF-Demos)\n\n[![](https://img.shields.io/badge/Rishit-Dagli-brightgreen.svg?colorB=00ff00)](https://www.rishit.tech)\n[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/Rishit-dagli/CV-with-TF-Demos/HEAD)\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Rishit-dagli/CV-with-TF-Demos)\n\n[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)\n[![GitHub followers](https://img.shields.io/github/followers/Rishit-dagli?label=Follow\u0026style=social)](https://github.com/Rishit-dagli)\n[![Twitter Follow](https://img.shields.io/twitter/follow/rishit_dagli?style=social)](https://twitter.com/intent/follow?screen_name=rishit_dagli)\n\nThis repo contains supporting material for my talk about the very basics of Computer Vision with TensorFlow by example. You can check out [talks.md](talks.md) to know more about \nthe talks I have given about this and also take a look at the slides \n\u003ca href=\"http://bit.ly/cv-tf-slides\"\u003e\u003cimg src=\"images/speakerdeck_button.svg\" height=\"20\"\u003e\u003c/a\u003e. Please consider giving this repo a :star: if this is helpful to you!\n\n## About the Notebooks\n\n### [`fashion-mnist.ipynb`](fashion-mnist.ipynb)\n\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Rishit-dagli/Design-and-Code-2020/blob/master/fashion-mnist.ipynb)\n[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/Rishit-dagli/Design-and-Code-2020/HEAD?filepath=fashion-mnist.ipynb)\n\nIn this tutorial you will see how you can create a simple CNN to create an image classification algorithm with the Fashion MNIST Dataset. We will be using Keras, a high level \nabstraction so you can very easily get started on making your first CNN.\n\n### [`cats-vs-dogs.ipynb`](cats-vs-dogs.ipynb)\n\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Rishit-dagli/Design-and-Code-2020/blob/master/cats-vs-dogs.ipynb)\n[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/Rishit-dagli/Design-and-Code-2020/HEAD?filepath=cats-vs-dogs.ipynb)\n\nIn this notebook you will create your first Computer Vision based Deep Learning model to classify between cats and dogs with TensorFlow. We will use the dogs-vs-cats dataset which \nis open-sourced. We will create a simple 2 class binary CNN to do so. You wil see all the aspects of training such a model, data preprocressing, the actual model, reducing \noverfitting and finally making inferences.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frishit-dagli%2Fcv-with-tf-demos","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frishit-dagli%2Fcv-with-tf-demos","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frishit-dagli%2Fcv-with-tf-demos/lists"}