Job Description
- Image Recognition and Processing
- Research and develop object recognition algorithms based on computer vision, ensuring high-precision identification andreal-time processing capabilities.
- Handle complex scenarios such as varying lighting conditions, angles, and occlusions to optimize recognition stability. - Deep Learning Model Training and Optimization
- Design, train, and optimize deep learning models to improve recognition accuracy.
- Utilize large-scale datasets for annotation, data augmentation, transfer learning, and model compression.
- Model compression is a technique that condenses knowledge from multiple models into a single neural network.
This involves first training a high-performance ensemble model, then training a smaller model on pseudo-data labeled by theensemble. - Object Detection and Tracking
- Implement precise detection and tracking using object detection algorithms such as YOLO, Faster R-CNN, and DETR.
- Integrate Multi-Object Tracking (MOT) algorithms to ensure accurate tracking of object movement and changes. - Real Time Image Processing and Optimization
- Use tools such as OpenCV, CUDA, and TensorRT to optimize image processing speed, achieving low latency and highframe rate recognition.
- Research edge computing and model lightweighting techniques (e.g., quantization, pruning) to enhance efficiency onembedded or mobile devices.- Software Integration and System Development
- Participate in software architecture design and integrate vision algorithms into casino management systems or intelligentanalysis platforms.
- Collaborate with the hardware team to optimize camera acquisition solutions and improve image quality.- Anomaly Detection and Anti-Cheating Measures
- Develop image anomaly detection algorithms to prevent cheating methods, such as invisible ink markings and mirrorreflection tricks.
- Combine behavior recognition technologies to detect abnormal patterns and supportsecurity management.
Requirements
- Computer Vision and Deep Learning Fundamentals
- Bachelor’s degree or higher in Computer Science, Artificial Intelligence, Pattern Recognition, Automation, or related fields(Master’s degree preferred).
- Proficiency in image processing, object detection, and OCR (Optical Character Recognition) technologies - Algorithm Development Skills
- Expertise in OpenCV, TensorFlow, PyTorch, and other deep learning frameworks.
- Strong understanding of state-of-the-art vision algorithms, including CNN, Transformer, YOLO, and Swin Transformer.
What we offer
Public Holiday, Severance Pay
Benefits
- Flexible Schedule
Salary
The salary range for this position is $under 25.000
Contact person
ⓘ About the Company Loma Technology
Loma Technology is a multifaceted enterprise with interests in real estate, tourism, entertainment, and IT services. We are committed to excellence in every industry we engage in, making us a leading technology company in Cambodia.
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