Using AI to detect unsafe acts and unsafe conditions at workplace
Budget: $3,000 – $5,000 USD
Project Overview:**
We are seeking a talented freelancer with expertise in AI, computer vision, and software development to build a next-generation AI-powered video analytics tool for workplace safety.
This AI tool will leverage computer vision and machine learning to analyze video footage from existing security cameras and identify potential safety hazards, unsafe work practices, and environmental concerns within workplaces.
**Project Goals:**
* Develop a system that accurately detects pre-defined objects, actions, and events within video footage (e.g., workers not wearing PPE, unsafe lifting techniques, environmental hazards).
* Generate real-time alerts for identified safety risks and violations.
* Provide insightful reports to improve safety awareness and compliance within the workplace.
* Ensure the system integrates seamlessly with existing security camera infrastructure.
**Key Skills and Experience:**
* Proven experience in computer vision and deep learning techniques (e.g., object detection, action recognition).
* Proficiency in Python and libraries like OpenCV, TensorFlow, or PyTorch.
* Experience with cloud platforms (AWS, GCP, Azure) is a plus.
* Strong understanding of software development best practices.
* Familiarity with workplace safety regulations is a benefit.
**Project Deliverables:**
* Functional AI-powered video analytics software prototype.
* Well-documented codebase.
* User guide for system configuration and operation.
**Project Timeline:**
We are open to discussing a flexible timeline based on your experience and expertise. Ideally, we would like to see a functional prototype within 3-6 months].
If you are a highly motivated freelancer with a passion for AI and workplace safety, please submit your proposal outlining your relevant skills, experience, and estimated timeline for project completion.
We look forward to hearing from you!
We are seeking a talented freelancer with expertise in AI, computer vision, and software development to build a next-generation AI-powered video analytics tool for workplace safety.
This AI tool will leverage computer vision and machine learning to analyze video footage from existing security cameras and identify potential safety hazards, unsafe work practices, and environmental concerns within workplaces.
**Project Goals:**
* Develop a system that accurately detects pre-defined objects, actions, and events within video footage (e.g., workers not wearing PPE, unsafe lifting techniques, environmental hazards).
* Generate real-time alerts for identified safety risks and violations.
* Provide insightful reports to improve safety awareness and compliance within the workplace.
* Ensure the system integrates seamlessly with existing security camera infrastructure.
**Key Skills and Experience:**
* Proven experience in computer vision and deep learning techniques (e.g., object detection, action recognition).
* Proficiency in Python and libraries like OpenCV, TensorFlow, or PyTorch.
* Experience with cloud platforms (AWS, GCP, Azure) is a plus.
* Strong understanding of software development best practices.
* Familiarity with workplace safety regulations is a benefit.
**Project Deliverables:**
* Functional AI-powered video analytics software prototype.
* Well-documented codebase.
* User guide for system configuration and operation.
**Project Timeline:**
We are open to discussing a flexible timeline based on your experience and expertise. Ideally, we would like to see a functional prototype within 3-6 months].
If you are a highly motivated freelancer with a passion for AI and workplace safety, please submit your proposal outlining your relevant skills, experience, and estimated timeline for project completion.
We look forward to hearing from you!