22 Aug
|
Crestclimber Software Solutions Private
|
Kodambakkam
22 Aug
Crestclimber Software Solutions Private
Kodambakkam
Job post summary
Job Title : Computer Vision / AI Image Processing Developer
Experience : 3–8 Years
Location : Chennai
Employment Type : Full time
Job Summary
We are looking for an experienced Computer Vision / AI Image Processing Developer to design and develop intelligent vision systems for industrial plants. The candidate will build AI models capable of detecting, identifying, classifying, tracking, and counting plant equipment, vehicles, workers, safety gear, and production activities using CCTV/IP cameras and edge AI devices.
Responsibilities
- Develop AI-based object detection and recognition solutions using CCTV/IP cameras.
- Detect and identify:
- Vehicles (Dumpers, Excavators, Loaders, Trucks)
- Conveyor belts
- Crushers
- Workers
- PPE (Helmet, Safety Vest, Shoes)
- Unauthorized persons
- Plant assets and machinery
- Develop real-time video analytics solutions.
- Implement object tracking across multiple cameras.
- Count vehicles and production materials.
- Detect safety violations.
- Develop anomaly detection models.
- Integrate AI models with ASP.NET Core APIs.
- Optimize models for Edge Devices (NVIDIA Jetson, Intel OpenVINO).
- Improve model accuracy under varying lighting and weather conditions.
- Deploy AI models on Windows/Linux servers.
Required Skills Computer Vision
- OpenCV
- Image Processing
- Video Processing
- Object Detection
- Image Segmentation
- Feature Extraction
- Camera Calibration
AI / Deep Learning
- YOLO (v8/v9/v10)
- Detectron2
- TensorFlow
- PyTorch
- MMDetection
- OCR
- Classification Models
Programming
- Python
- C++
- C#
- ASP.NET Core Web API
AI Techniques
- Object Detection
- Object Tracking (DeepSORT, ByteTrack)
- Instance Segmentation
- Semantic Segmentation
- Pose Estimation
- Face Recognition (optional)
- OCR
- License Plate Recognition (ANPR)
Databases
- PostgreSQL
- SQL Server
Cloud / Deployment
- Docker
- Kubernetes
- Azure
- REST APIs
Preferred Knowledge
- Industrial Automation
- Manufacturing Analytics
- Smart Factory
- IoT Integration
- Edge AI
- NVIDIA Jetson
- ONNX Runtime
- TensorRT
Project Scope The developer will work on AI-powered industrial monitoring solutions capable of:
- Detecting plant equipment automatically
- Identifying workers and PPE compliance
- Vehicle counting
- Equipment movement tracking
- Material flow monitoring
- Safety violation detection
- Restricted area intrusion detection
- Automatic event generation
- Dashboard integration
- Real-time alerts and notifications
Nice to Have
- Experience with L&T;, mining, cement, manufacturing, or heavy industry projects.
- Knowledge of CCTV camera integration (RTSP/ONVIF).
- Experience with Edge AI deployment.
Contact Us
[email protected] +91 (phone hidden)
+91 (phone hidden)
Work Location: In person
📌 Computer Vision / AI Image Processing Developer (Kodambakkam)
🏢 Crestclimber Software Solutions Private
📍 Kodambakkam