{"id":25430147,"url":"https://github.com/iprajwaal/enhanced-vision-assistant","last_synced_at":"2025-05-14T10:35:58.064Z","repository":{"id":277597663,"uuid":"932730929","full_name":"iprajwaal/Enhanced-Vision-Assistant","owner":"iprajwaal","description":"An AI-powered vision assistant for real-time navigation and awareness.","archived":false,"fork":false,"pushed_at":"2025-02-26T09:28:55.000Z","size":6313,"stargazers_count":6,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-14T10:34:08.906Z","etag":null,"topics":["gemini-pro","opencv","vertex-ai","vertex-ai-gemini-api","vertexaisprint","vision-api"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/iprajwaal.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,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-02-14T12:17:41.000Z","updated_at":"2025-03-21T16:38:05.000Z","dependencies_parsed_at":"2025-05-14T10:34:11.403Z","dependency_job_id":null,"html_url":"https://github.com/iprajwaal/Enhanced-Vision-Assistant","commit_stats":null,"previous_names":["iprajwaal/enhanced-vision-assistant"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iprajwaal%2FEnhanced-Vision-Assistant","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iprajwaal%2FEnhanced-Vision-Assistant/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iprajwaal%2FEnhanced-Vision-Assistant/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iprajwaal%2FEnhanced-Vision-Assistant/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/iprajwaal","download_url":"https://codeload.github.com/iprajwaal/Enhanced-Vision-Assistant/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254121392,"owners_count":22018154,"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":["gemini-pro","opencv","vertex-ai","vertex-ai-gemini-api","vertexaisprint","vision-api"],"created_at":"2025-02-17T02:35:54.715Z","updated_at":"2025-05-14T10:35:53.038Z","avatar_url":"https://github.com/iprajwaal.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🚀 Enhanced Vision Assistant  \n\nA **state-of-the-art** computer vision application designed to assist **visually impaired individuals** with real-time navigation and situational awareness. The system leverages cutting-edge AI technologies (**Vertex AI, Gemini Pro, Google Cloud Vision API, and Google Text-to-Speech API**) to **identify objects, evaluate risks, and deliver smart audio directions** through voice commands and natural language processing.\n\n## 🎥 Demo Video\n\nhttps://github.com/user-attachments/assets/fe943124-3d3b-4ba1-ab87-324b21469421\n\n## ✨ Features  \n\n- **Real-time object detection** and **depth estimation**  \n- **Intelligent scene analysis** and **risk assessment**  \n- **Priority-based audio guidance system**  \n- **Context-aware navigation assistance**  \n- **Dynamic hazard detection** and **avoidance**  \n- **Advanced motion tracking** and **trajectory analysis**  \n- **Voice-activated commands and responses**  \n- **Natural language scene description**  \n- **Spatial awareness and proximity alerts**  \n- **Debug visualization for development purposes**  \n\n## 🛠️ Technologies Used  \n\n- **Computer Vision**: OpenCV, Google Cloud Vision API  \n- **AI/ML**: Google Vertex AI (**Gemini Pro**)  \n- **Speech Synthesis**: Google Cloud Text-to-Speech  \n- **Audio Processing**: Pygame  \n- **Additional Libraries**: NumPy, SciPy  \n\n## 📋 Requirements  \n\n- 🐍 **Python 3.7+**  \n- ☁️ **Google Cloud Platform account** with the following APIs enabled:  \n  - Cloud Vision API  \n  - Text-to-Speech API  \n  - Vertex AI API  \n- 📷 **Webcam** or compatible camera device  \n- 🎧 **Audio output device**  \n\n## 🚀 Installation  \n\n1️⃣ **Clone the repository:**  \n```bash\ngit clone https://github.com/yourusername/enhanced-vision-assistant.git\ncd enhanced-vision-assistant\n```  \n\n2️⃣ **Install required packages:**  \n```bash\npip install opencv-python pygame google-cloud-vision google-cloud-texttospeech vertexai numpy scipy\n```  \n\n3️⃣ **Set up Google Cloud credentials:**  \n   - **Create a service account** and download the **JSON key file**  \n   - **Set the path** to your credentials in the `CREDENTIALS_PATH` variable  \n   - **Configure your** Google Cloud **Project ID** in the `PROJECT_ID` variable  \n\n## ⚙️ Configuration  \n\nUpdate the following variables in the `EnhancedVisionAssistant` class:  \n\n```python\nself.PROJECT_ID = 'your-project-id'\nself.REGION = 'your-region'\nself.CREDENTIALS_PATH = 'path/to/your/credentials.json'\n```\n\n## 🎯 How It Works  \n\n1️⃣ **Initialize** the camera and audio systems  \n2️⃣ **Detect** objects in real time  \n3️⃣ **Analyze** the environment and provide **smart audio guidance**  \n4️⃣ **Display** a debug window showing detected objects and their priorities  \n\n**Press 'q' to quit the application.**  \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiprajwaal%2Fenhanced-vision-assistant","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fiprajwaal%2Fenhanced-vision-assistant","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiprajwaal%2Fenhanced-vision-assistant/lists"}