{"id":26423577,"url":"https://github.com/iamdyeus/neuralnsight","last_synced_at":"2025-07-19T19:06:37.627Z","repository":{"id":230117428,"uuid":"716262236","full_name":"iamDyeus/Neuralnsight","owner":"iamDyeus","description":"Brain Tumor Detection using Deep learning.","archived":false,"fork":false,"pushed_at":"2024-03-28T08:23:35.000Z","size":9134,"stargazers_count":5,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-18T02:53:40.263Z","etag":null,"topics":["adam-optimizer","brain-tumor-detection","flask","keras-tensorflow","opencv","python","tailwindcss","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"HTML","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/iamDyeus.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,"dei":null}},"created_at":"2023-11-08T19:13:40.000Z","updated_at":"2024-09-03T05:08:19.000Z","dependencies_parsed_at":"2024-03-27T23:49:28.522Z","dependency_job_id":null,"html_url":"https://github.com/iamDyeus/Neuralnsight","commit_stats":null,"previous_names":["iamdyeus/neuralnsight"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/iamDyeus/Neuralnsight","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iamDyeus%2FNeuralnsight","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iamDyeus%2FNeuralnsight/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iamDyeus%2FNeuralnsight/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iamDyeus%2FNeuralnsight/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/iamDyeus","download_url":"https://codeload.github.com/iamDyeus/Neuralnsight/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iamDyeus%2FNeuralnsight/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265992547,"owners_count":23860922,"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":["adam-optimizer","brain-tumor-detection","flask","keras-tensorflow","opencv","python","tailwindcss","tensorflow"],"created_at":"2025-03-18T02:53:42.921Z","updated_at":"2025-07-19T19:06:37.607Z","avatar_url":"https://github.com/iamDyeus.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n\n\u003cimg src=\"./images/readme_banner.png\" alt=\"BANNER\"/\u003e\n\n# `Neuralnsight`\n\n![Static Badge](https://img.shields.io/badge/mission-brain_tumor_detection-purple)\n\u003cbr /\u003e\n![Static Badge](https://img.shields.io/badge/Language-Python-red)\n![GitHub last commit](https://img.shields.io/github/last-commit/iamDyeus/neuralnsight)\n[![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](https://opensource.org/licenses/MIT)\n\n\u003cp class=\"align center\"\u003e\n\u003ch4\u003e\u003ccode\u003eNeuralnsight\u003c/code\u003e is an open-source neural network classifier for recognizing brain tumors\nin magnetic resonance imaging scans.\u003c/h4\u003e\n\u003c/p\u003e\n\n[Installation](#installation) •\n[Presenation](src/docs/project-presentation.pdf) •\n[Project Report](src/docs/project-report.pdf) •\n[Interview/Viva Q\u0026A](src/docs/viva-questions.md) •\n[License](LICENSE) •\n[Contributing](#contributing) •\n[Acknowledgments](#acknowledgments) •\n[Follow](\"https://github.com/iamDyeus\") \n\n\u003c/div\u003e\n\n# Problem Statement\nOne of the most crucial tasks of neurologists and radiologists is early brain tumor detection. \nHowever, manually detecting and segmenting brain tumors from \nMagnetic Resonance Imaging (MRI) scans is challenging, and prone to errors. \nThat is why there is a need of an automated brain tumor detection system for early diagnosis of the disease.\n\n# Getting Started \nBelow are the Instructions on setting up the project Locally. This Project uses the concept of Virtual Environments in Python so if you don't know how they work then refer to this [docs.python.org](https://docs.python.org/3/tutorial/venv.html)\n\n## Prequisites\n- Operating System - Windows (Didn't tested others)\n- Python (v3.11.0 Tested)\n- pip3 (usually gets installed with python)\n\nif all the above prequisities are Satisfied, you may proceedto the next section.\n\n## Installation\nFollow these instructions to Setup your Own instance of the Application :\n\n### 1: Clone the Repository\n\nYou can clone or download this repository using the following methods:\n\n#### GitHub CLI\n\n```sh\ngh repo clone iamDyeus/Neuralnsight\n```\n\n#### Git\n\n```sh\ngit clone https://github.com/iamDyeus/Neuralnsight.git\n```\n\n### 2: Cd to the folder\nOpen terminal/cmd/powershell and change directory/folder to the cloned folder.\n```sh\ncd Neuralnsight\n```\n\n### 3 : Create \u0026 Activate a Python Virtual Environment\nAfter step 2, ensure you see the following cmd/terminal prompt\n\n```sh\nSomething.../Neuralnsight\u003e\n```\n\nAfter this, run the following command in cmd/terminal:\n```sh\npython -m venv .env\n```\n\nonce your Virtual Environment is Created, Activate it using the following command in cmd/terminal:\n```sh\n.env/Scripts/activate.bat\n```\n\n### 4 : Install the PIP packages/dependencies\nOnce your Virtual Environment is setup, your Terminal should look like this :\n```sh\n  (.env) Something...\\Neuralnsight\u003e\n```\notherwise follow the previous step again.\n\nAfter this, run the following command in cmd/terminal:\n\n```sh\npip install -r requirements.txt\n```\n\n\u003c/br\u003e\n\n### 5 : It's done 🎉 | Run the app\nOpen Root folder with cmd/terminal and activate Virtual Environment in it, now open `app.py` using python 3.\nyour terminal should look something like this :\n```bash\n  (.env) Something...\\Neuralnsight\u003epython \"src/app.py\"\n```\n\u003c/br\u003e\nAnd Congrats 🎉 the Flask Application would start if you have followed each step correctly, now just open the local host link you'll get in the output terminal.\n\n\u003c/br\u003e\u003c/br\u003e\n\n# Contributing\n\nContributions are what make the open source community such an amazing place to learn, inspire, and create. Any contributions you make are **greatly appreciated**.\n\nIf you have a suggestion that would make this better, please fork the repo and create a pull request. You can also simply open an issue with the tag \"enhancement\".\nDon't forget to give the project a star! Thanks again!\n\n1. Fork the Project\n2. Create your Feature Branch (`git checkout -b feature/AmazingFeature`)\n3. Commit your Changes (`git commit -m 'Add some AmazingFeature'`)\n4. Push to the Branch (`git push origin feature/AmazingFeature`)\n5. Open a Pull Request\n\n\n\n# License\nDistributed under the MIT License . See [`LICENSE`](LICENSE) for more information.\n\n\n# Acknowledgments\n- Readme Design Inspired from [`danielmiessler`](https://github.com/danielmiessler/fabric)\n- Model trained by Tutorial from [`Knowledge Doctor`](https://www.youtube.com/watch?v=pp61TbhJOTg\u0026pp=ygUma25vd2xlZGdlIGRvY3RvciBicmFpbiB0dW1vciBkZXRlY3Rpb24%3D)\n- UI Components from [`tailblocks.cc`](https://tailblocks.cc)\n\n\n## Star History\n[![Star History Chart](https://api.star-history.com/svg?repos=iamDyeus/Neuralnsight\u0026type=Date)](https://star-history.com/#iamDyeus/Neuralnsight\u0026Date)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiamdyeus%2Fneuralnsight","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fiamdyeus%2Fneuralnsight","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiamdyeus%2Fneuralnsight/lists"}