{"id":26707228,"url":"https://github.com/machinelearningprodigy/bike-model","last_synced_at":"2026-02-24T04:05:08.377Z","repository":{"id":279847735,"uuid":"804821174","full_name":"machinelearningprodigy/Bike-Model","owner":"machinelearningprodigy","description":"This project was developed for some seniors at my college as their final year project. It utilizes a deep learning model to classify bike images using Streamlit for an interactive interface. 🚴📊","archived":false,"fork":false,"pushed_at":"2025-02-27T19:08:10.000Z","size":38805,"stargazers_count":2,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-27T06:32:13.247Z","etag":null,"topics":["classification","deep-neural-networks","image-classification","image-processing","pretrained-models","streamlit","transfer-learning"],"latest_commit_sha":null,"homepage":"https://bike-model-kxhqhrqe4syrpsgogvvv5j.streamlit.app/","language":"Python","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/machinelearningprodigy.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":"2024-05-23T10:37:25.000Z","updated_at":"2025-02-27T19:09:53.000Z","dependencies_parsed_at":"2025-02-28T03:49:27.005Z","dependency_job_id":null,"html_url":"https://github.com/machinelearningprodigy/Bike-Model","commit_stats":null,"previous_names":["machinelearningprodigy/bike-model"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/machinelearningprodigy%2FBike-Model","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/machinelearningprodigy%2FBike-Model/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/machinelearningprodigy%2FBike-Model/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/machinelearningprodigy%2FBike-Model/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/machinelearningprodigy","download_url":"https://codeload.github.com/machinelearningprodigy/Bike-Model/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248736938,"owners_count":21153676,"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":["classification","deep-neural-networks","image-classification","image-processing","pretrained-models","streamlit","transfer-learning"],"created_at":"2025-03-27T06:28:12.369Z","updated_at":"2026-02-24T04:05:03.348Z","avatar_url":"https://github.com/machinelearningprodigy.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🚴 Model Minder Bike Classifier 🚴  \n\nThis project was developed by solely me for some seniors at my college as their final year project. It is a **Streamlit-based image classification app** that uses a pre-trained **EfficientNetB0** model to classify bike images. Simply upload an image, and the model will predict the **top-5 possible bike categories** along with their confidence scores.  \n\n## ✨ Features  \n🔹 Upload an image of a bike 🏍️  \n🔹 Get top-5 predictions with confidence scores 📊  \n🔹 Visualize predictions with a bar chart 📈  \n🔹 Download the uploaded image for reference ⬇️  \n\n## 🚀 How to Use  \n1️⃣ Run the Streamlit app  \n2️⃣ Upload an image (JPG, PNG, or WEBP)  \n3️⃣ View classification results \u0026 confidence scores  \n4️⃣ Download your uploaded image if needed  \n\n🎯 **Built for quick and efficient bike classification using deep learning!** 🚀\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmachinelearningprodigy%2Fbike-model","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmachinelearningprodigy%2Fbike-model","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmachinelearningprodigy%2Fbike-model/lists"}