You will get Smoke Safe Surveillance System
Project details
Project: SmokeSafe Surveillance System
• Real-time Smoking Detection: Integrated YOLOv8 for object detection and MediaPipe for hand and facial landmark tracking.
• Target Environments: Designed for universities, hospitals, schools, and gas companies to enforce non-smoking policies.
• Pre-smoking Detection: Identifies cigarette handling (pre-smoking) and active smoking behavior.
• Automated Alerts: Triggers email notifications to designated authorities upon detecting active smoking.
• Scalable Architecture: Built to support millions of users and multiple cameras simultaneously without performance
degradation.
• Continuous Recording: Captures and saves video footage of detected smoking events for thorough review.
• Compliance and Safety: Promotes a smoke-free environment by streamlining compliance and enhancing safety protocols.
• Real-time Smoking Detection: Integrated YOLOv8 for object detection and MediaPipe for hand and facial landmark tracking.
• Target Environments: Designed for universities, hospitals, schools, and gas companies to enforce non-smoking policies.
• Pre-smoking Detection: Identifies cigarette handling (pre-smoking) and active smoking behavior.
• Automated Alerts: Triggers email notifications to designated authorities upon detecting active smoking.
• Scalable Architecture: Built to support millions of users and multiple cameras simultaneously without performance
degradation.
• Continuous Recording: Captures and saves video footage of detected smoking events for thorough review.
• Compliance and Safety: Promotes a smoke-free environment by streamlining compliance and enhancing safety protocols.
Machine Learning Tools
OpenCV, Python, PyTorch, TensorFlowWhat's included
| Service Tiers |
Starter
$50
|
Standard
$70
|
Advanced
$200
|
|---|---|---|---|
| Delivery Time | 3 days | 6 days | 10 days |
Number of Revisions | 0 | 1 | 2 |
Number of Model Variations | 1 | 3 | 5 |
Number of Scenarios | 1 | 2 | 3 |
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | - | - | |
Source Code | - | - |
Optional add-ons
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Fast Delivery
+$100 - $200About Abdul
Machine Learning Engineer| Computer Vision | AI & LLMs | Deep Learning
Taxila, Pakistan - 4:35 pm local time
Object detection
Image segmentation (semantic and instance)
OCR
Generative AI (Stable Diffusion, DALL-E, Runway Gen-2, etc)
Chatbot Development
Image-to-Image Translation, Image Generation, Text-to-Image Generation, Image Super-Resolution
3D Rendering and Augmented Reality
3D image reconstruction
Key-point detection
Pose estimation
Image classification
Face and person re-identification
Face verification
GAN (Generative Adversarial Networks)
Depth estimation
Object tracking and counting
Action recognition
GUI development
Data mining and analysis
Time series forecasting
Text Mining and Classification
Quantization for CPU, GPU, and TPU devices
MATLAB Expert
I have hands-on experience with renowned models such as YOLOV5, YOLOV8, YOLOV9, YOLO-NAS, Segment Anything Model (SAM), Mask-RCNN, DeepLabV3, U-Net, EfficientNet, FaceNet, Arcface, DeepSort, ByteTrack, MediaPipe, SRGAN, 3DGAN, Pix2Pix, DCGAN, CycleGAN, StyleGANV2, DALL-E, Stable Diffusion, Runway Gen-2, GPT3.5, Tesseract, PaddleOCR, etc. My primary programming language is Python, and I am an expert in working with TensorFlow, Keras, PyTorch, OpenCV, NumPy, Matplotlib, SciPy, Pandas, Scikit-learn, Flask, PyQt, and Tkinter. Additionally, I am proficient in Matlab, C, C++, and MySQL.
With a background as a senior AI developer and consultant in various startups, I am eager to share my extensive experience with you. Some of my projects are available as portfolios on this page, and I invite you to explore them.
Why should you hire me?
- Access to the best AI engine, prioritizing accuracy and processing speed.
- On-time delivery of projects.
- Prompt responsiveness.
- Code development using cutting-edge techniques and methodologies.
- Rigorous testing and seamless deployment of codes and models to your device.
Thank you for considering my profile.
Warm regards,
Abdul Rehman
Steps for completing your project
After purchasing the project, send requirements so Abdul can start the project.
Delivery time starts when Abdul receives requirements from you.
Abdul works on your project following the steps below.
Revisions may occur after the delivery date.
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