{"id":18317703,"url":"https://github.com/datarohit/walk-or-run-image-classification","last_synced_at":"2026-05-07T08:36:32.631Z","repository":{"id":167551809,"uuid":"504179368","full_name":"DataRohit/Walk-or-Run-Image-Classification","owner":"DataRohit","description":"This is Deep Learning project made using InveptionV3 model and Images taken from Kaggle to predict if the person in Image is Walking or Running.","archived":false,"fork":false,"pushed_at":"2022-06-16T14:21:18.000Z","size":1132,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-15T07:47:21.831Z","etag":null,"topics":["cnn-classification","inceptionv3","keras","keras-tensorflow","matplotlib","numpy","tensorflow"],"latest_commit_sha":null,"homepage":"https://www.kaggle.com/code/datarohitingole/walk-or-run-inceptionv3-model-91-accuracy","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/DataRohit.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":"2022-06-16T14:05:00.000Z","updated_at":"2023-03-20T17:49:29.000Z","dependencies_parsed_at":"2023-05-23T01:30:23.550Z","dependency_job_id":null,"html_url":"https://github.com/DataRohit/Walk-or-Run-Image-Classification","commit_stats":null,"previous_names":["datarohit/walk-or-run-image-classification"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DataRohit%2FWalk-or-Run-Image-Classification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DataRohit%2FWalk-or-Run-Image-Classification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DataRohit%2FWalk-or-Run-Image-Classification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DataRohit%2FWalk-or-Run-Image-Classification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DataRohit","download_url":"https://codeload.github.com/DataRohit/Walk-or-Run-Image-Classification/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248054218,"owners_count":21039951,"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-classification","inceptionv3","keras","keras-tensorflow","matplotlib","numpy","tensorflow"],"created_at":"2024-11-05T18:07:10.097Z","updated_at":"2026-05-07T08:36:32.577Z","avatar_url":"https://github.com/DataRohit.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Walk-or-Run Image Classification\n\n\u003cbr/\u003e\n\n## Data\n\n#### Data for this project is taken from Kaggle. It contains 500+ images for training and 100+ images for testing. This image data needs to be processed and then used to build a CNN to classifiy images. Find the data on kaggle [here](https://www.kaggle.com/datasets/huan9huan/walk-or-run).\n\n\u003chr/\u003e\n\n## Files\n\n#### The code is written in python using google colab. Find all the for the project [here](https://drive.google.com/drive/folders/1NEBoKMyIoYkpaaD4pTOvODC2_wa9Q8mA?usp=sharing).\n\n\u003chr/\u003e\n\n## Analysis\n\n#### The analysis i.e. processing of image data and model building is done using tensorflow and keras. Here I have used InceptionV3 model which is an inbuilt model in keras. InceptionV3 model gave highest 97% accuracy.\n\n\u003chr/\u003e\n\n## End-to-End\n\n#### The webapp to test the CNN in action to classify running and walking images is built using streamlit. You can read about streamlit [here](https://docs.streamlit.io/). Below is the image of the webapp desing.\n\n![Screenshot](img/walk-or-run.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatarohit%2Fwalk-or-run-image-classification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdatarohit%2Fwalk-or-run-image-classification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatarohit%2Fwalk-or-run-image-classification/lists"}