Computer Vision / Image Analysis

Computer Vision

Object recognition, image classification, and video analytics

Computer Vision

Description

Computer vision models identify what is depicted in photos or video, locate and highlight specific objects, and distinguish between categories. Models can be trained on domain-specific examples to recognize specialized objects.

Typical Tasks

  • Object detection and localization in images and video
  • Image classification by predefined categories
  • Region of interest segmentation in photographs
  • Video analytics: object counting and motion tracking

Technologies

YOLO ResNet EfficientNet OpenCV PyTorch TensorRT ONNX

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