{"id":29636576,"url":"https://github.com/dsdipto7/agrovision","last_synced_at":"2025-10-07T18:41:56.522Z","repository":{"id":304211469,"uuid":"982228372","full_name":"DsDipto7/AgroVision","owner":"DsDipto7","description":null,"archived":false,"fork":false,"pushed_at":"2025-07-11T17:46:08.000Z","size":44006,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-07-11T18:45:23.220Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/DsDipto7.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}},"created_at":"2025-05-12T15:03:16.000Z","updated_at":"2025-07-11T17:46:12.000Z","dependencies_parsed_at":"2025-07-11T18:55:28.381Z","dependency_job_id":null,"html_url":"https://github.com/DsDipto7/AgroVision","commit_stats":null,"previous_names":["dsdipto7/agrovision"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/DsDipto7/AgroVision","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DsDipto7%2FAgroVision","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DsDipto7%2FAgroVision/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DsDipto7%2FAgroVision/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DsDipto7%2FAgroVision/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DsDipto7","download_url":"https://codeload.github.com/DsDipto7/AgroVision/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DsDipto7%2FAgroVision/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266341467,"owners_count":23914228,"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":"2025-07-21T11:47:31.412Z","response_time":64,"last_error":null,"robots_txt_status":null,"robots_txt_updated_at":null,"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":[],"created_at":"2025-07-21T17:05:33.305Z","updated_at":"2025-10-07T18:41:56.416Z","avatar_url":"https://github.com/DsDipto7.png","language":"Jupyter Notebook","readme":"# 🥔 AI Powered Potato Plant Disease Classifier And Solution Giver\n\nA web-based AI system that allows users to **upload images of potato leaves** and instantly predicts whether the leaf is **Healthy**, has **Early Blight**, or **Late Blight** using Deep Learning.  \nUsers can also **chat with an AI assistant** (powered by Gemini API) to get treatment solutions and suggestions in **Bengali** or English.\n\n---\n\n## 🌟 Features\n\n- ✅ Upload potato leaf image (JPG/PNG)\n- 🧠 Predicts the disease using CNN (Convolutional Neural Network)\n- 📊 Displays prediction confidence\n- 💬 Chatbot powered by Gemini API for treatment suggestions\n- 🌐 Multilingual support (English + Bengali)\n- 🧼 Clean and responsive user interface\n\n---\n\n## 🖼️ Demo Screenshots\n\n### 1️⃣ Upload Section\n![Upload](./Screenshot%20(159).png)\n\n### 2️⃣ Prediction Output\n![Prediction](./Screenshot%20(160).png)\n\n### 3️⃣ Chatbot Solution in Bengali\n![Chatbot](./Screenshot%20(161).png)\n\n\n---\n\n## ⚙️ Tech Stack\n\n| Layer        | Technology                                |\n|--------------|--------------------------------------------|\n| 👁️ ML Model | Deep Learning CNN (Trained on Kaggle data) |\n| 🌐 Frontend | HTML, CSS, JavaScript                      |\n| 🔙 Backend  | Python Flask                               |\n| 🧠 Chatbot  | Gemini API                                 |\n| 📊 Dataset   | Potato Leaf Disease Dataset (Kaggle)       |\n\n---\n\n## ✅ Conclusion\n\nThis project was developed as part of a learning journey in AI and web development. 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