{"id":22432100,"url":"https://github.com/akashkobal/potato-disease-classification","last_synced_at":"2025-10-06T11:26:14.773Z","repository":{"id":217073394,"uuid":"721262590","full_name":"AkashKobal/potato-disease-classification","owner":"AkashKobal","description":null,"archived":false,"fork":false,"pushed_at":"2024-01-14T06:01:06.000Z","size":47103,"stargazers_count":8,"open_issues_count":0,"forks_count":6,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-12-05T22:10:30.115Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://theakash.co.in","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/AkashKobal.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}},"created_at":"2023-11-20T17:32:11.000Z","updated_at":"2024-09-24T12:35:16.000Z","dependencies_parsed_at":"2024-01-14T12:44:46.276Z","dependency_job_id":null,"html_url":"https://github.com/AkashKobal/potato-disease-classification","commit_stats":null,"previous_names":["akashkobal/potato-disease-classification"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AkashKobal%2Fpotato-disease-classification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AkashKobal%2Fpotato-disease-classification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AkashKobal%2Fpotato-disease-classification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AkashKobal%2Fpotato-disease-classification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AkashKobal","download_url":"https://codeload.github.com/AkashKobal/potato-disease-classification/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":236664489,"owners_count":19185516,"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":[],"created_at":"2024-12-05T22:10:34.353Z","updated_at":"2025-10-06T11:26:14.678Z","avatar_url":"https://github.com/AkashKobal.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Potato Disease Classification with Deep Learning\n\nThis repository implements a deep learning-based solution for accurate classification of potato diseases. Leveraging state-of-the-art convolutional neural networks (CNNs), the model is trained on a comprehensive dataset of potato plant images, encompassing various diseases.\u003cbr\u003e\n\n\u003ch5\u003eKey Features:\u003c/h5\u003e\u003cbr\u003e\n1. Deep Learning Model: Utilizes a robust CNN architecture for high-precision disease classification.\u003cbr\u003e\n2. Dataset: A curated dataset of diverse potato plant images, annotated with disease labels.\u003cbr\u003e\n3. Training Pipeline: Clear and reproducible code for model training, including data preprocessing and augmentation.\u003cbr\u003e\n4. Evaluation Metrics: Detailed analysis of model performance using standard metrics like accuracy, precision, recall, and F1 score.\u003cbr\u003e\n5. Inference: Deploy the trained model for real-time or batch inference on new potato plant images.\u003cbr\u003e\n\n\u003ch5\u003eGetting Started:\u003c/h5\u003e\u003cbr\u003e\n1. Clone the repository: `git clone https://github.com/AkashKobal/potato-disease-classification`\u003cbr\u003e\n2. Install dependencies: `pip install -r requirements.txt`\u003cbr\u003e\n3. Explore the Jupyter notebooks in the `notebooks` directory for model training and evaluation.\u003cbr\u003e\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakashkobal%2Fpotato-disease-classification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fakashkobal%2Fpotato-disease-classification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakashkobal%2Fpotato-disease-classification/lists"}