You will get Nirkhan Surveillance: AI-Powered Real-Time Security System
Project details
Secure your premises with Nirkhan: A production-ready AI surveillance suite, not just a script.
While many developers offer basic object detection code, I deliver a fully integrated desktop application designed for real-world security needs. Nirkhan Surveillance transforms standard IP camera feeds into a proactive intelligence tool using a hybrid AI pipeline (BlazeFace + MediaPipe Pose).
What sets this project apart?
Behavioral AI: It goes beyond simple motion detection. The system recognizes complex human poses (like a "Hands Up" gesture/surrender) and tracks specific targets (fugitive detection) in real-time.
User-Centric Interface: I don’t leave you with a command-line interface. I build a polished, professional GUI using CustomTkinter that supports multiple languages (English, Hindi, Gujarati), making it accessible to diverse security teams.
Automated Evidence: The system handles the "boring" work for you—automatically logging incidents and saving snapshot evidence to a local directory for instant review.
I combine robust Python backend logic with a sleek frontend to give you a tool that is powerful, lightweight, and easy to operate.
While many developers offer basic object detection code, I deliver a fully integrated desktop application designed for real-world security needs. Nirkhan Surveillance transforms standard IP camera feeds into a proactive intelligence tool using a hybrid AI pipeline (BlazeFace + MediaPipe Pose).
What sets this project apart?
Behavioral AI: It goes beyond simple motion detection. The system recognizes complex human poses (like a "Hands Up" gesture/surrender) and tracks specific targets (fugitive detection) in real-time.
User-Centric Interface: I don’t leave you with a command-line interface. I build a polished, professional GUI using CustomTkinter that supports multiple languages (English, Hindi, Gujarati), making it accessible to diverse security teams.
Automated Evidence: The system handles the "boring" work for you—automatically logging incidents and saving snapshot evidence to a local directory for instant review.
I combine robust Python backend logic with a sleek frontend to give you a tool that is powerful, lightweight, and easy to operate.
AI Development Type
Deep LearningAI Tools
OpenCV, PyTorch, TensorFlowAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$300
|
Standard
$850
|
Advanced
$1,500
|
|---|---|---|---|
| Delivery Time | 5 days | 14 days | 21 days |
Number of Revisions | 1 | 3 | 5 |
AI Model Integration | |||
Detailed Code Comments | - | ||
Knowledge Graph | - | - | |
Model Documentation | - | - | |
Ontology | - | - | |
Source Code | - | ||
Taxonomy | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$80 - $300
Additional Revision
+$50
Multi-Camera Network Setup
(+ 4 Days)
+$250
Cloud Database Integration
(+ 5 Days)
+$350Frequently asked questions
About Rudresh
Data Scientist | Machine Learning & Computer Vision Expert
Surat, India - 4:53 am local time
I am a Data Scientist and AI/ML Developer with a foundation in Physics and over 6 years of professional experience in process optimization and analytical roles. I specialize in building intelligent systems that solve real-world problems, from AI surveillance to predictive agricultural dashboards.
My Technical Toolkit:
Languages: Python (Pandas, NumPy, Scikit-learn), SQL, C++.
Machine Learning: Supervised Learning (SVR, Random Forest, KNN, Logistic Regression).
Deep Learning & AI: Computer Vision (OpenCV), Neural Networks (CNN, RNN, ANN), and NLP (Hugging Face, PyTorch).
Data Visualization: Power BI, Excel, Matplotlib, and Seaborn.
Key Project Highlights:
Nirkhan (AI Surveillance): Developed a real-time security system featuring multi-guard tracking and pose-based recognition using MediaPipe and BlazeFace.
AgriCast 360: Built a dashboard integrating weather APIs and MySQL to forecast agricultural price volatility in Gujarat.
Text & Voice NLP Suites: Created dual-mode web toolkits for advanced text analysis, GPT-2 fine-tuning, and real-time voice transcription.
Taxi Fare Prediction: Engineered ensemble regression models to predict trip totals with high accuracy.
Why Work With Me? Beyond my technical skills, my background as a Senior Process Associate and Manager has sharpened my ability to lead teams, streamline workflows, and communicate data insights to stakeholders effectively. Whether you need a predictive model, a custom AI pipeline, or a deep-dive data analysis, I focus on delivering smart, impactful results.
Steps for completing your project
After purchasing the project, send requirements so Rudresh can start the project.
Delivery time starts when Rudresh receives requirements from you.
Rudresh works on your project following the steps below.
Revisions may occur after the delivery date.
Feed Connection & Environment Setup
I will configure the connection to your IP camera streams (RTSP/HTTP) or load your test footage. I will also set up the Python environment with necessary libraries (OpenCV, MediaPipe) to ensure compatibility with your hardware.
AI Model Configuration (Pose & Face)
I will implement and calibrate the specific AI logic. This involves tuning BlazeFace for your specific lighting and setting the vector geometry for MediaPipe to accurately detect "Hands Up" or "Sitting" poses without false positives.