3 Dforth Technologies Jobs
Python Engineer
Dforth Technologies
posted 27d ago
Flexible timing
Key skills for the job
Model Development & Deployment: Design and implement deep learning models using TensorFlow for real-time object detection, image segmentation, and video processing tasks.
Computer Vision Expertise: Leverage advanced computer vision techniques, including CNNs, YOLO, Faster R-CNN, and SSD for object detection in images and video.
Video Processing: Process and analyze video streams, including motion tracking, behavior analysis, and real-time video object detection using frameworks like OpenCV.
Data Preparation: Clean, preprocess, and augment large-scale image/video datasets to improve model accuracy and performance for training.
Model Optimization: Optimize machine learning models for real-time performance, focusing on latency reduction and efficient resource utilization.
Integration with Systems: Collaborate with cross-functional teams to integrate trained models into production environments, such as edge devices or cloud platforms.
Performance Tuning: Use techniques like model pruning, quantization, and edge deployment to enhance model efficiency and scalability.
Research & Innovation: Stay up-to-date with cutting-edge research in AI, computer vision, and TensorFlow, and apply the latest advancements to solve complex problems.
Collaboration & Code Quality: Work in an agile, collaborative environment while writing clean, maintainable code and documenting the model development process.
Required Skills: Proficiency in Python, TensorFlow, OpenCV, machine learning, and deep learning, with experience in object detection and video processing.
1. Tensorflow 2. Computer Vision 3. Video processing 4. Object detection
Employment Type: Full Time, Permanent
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