Computer Vision Engineer
Teach machines to see: from image basics to detection, segmentation and models in production.
✦ Guide me on this path with AIRoadmap progress
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How to read the signals
Importance High Market demand Medium Automation risk Low
- 1
Image basics
Pixels, color spaces, filters, OpenCV.
Importance High Market demand Medium Automation risk Low - 2
Classic CV
Edges, features, transforms. Still useful, still asked.
Importance Medium Market demand Medium Automation risk Low - 3
CNNs & deep learning
Convolutions, training, transfer learning for images.
Importance High Market demand High Automation risk Medium - 4
Detection & segmentation
YOLO, masks, tracking. Find and outline things in scenes.
Importance High Market demand High Automation risk Low - 5
Data & labeling
Collect, label, augment. The model is only as good as the data.
Importance High Market demand Medium Automation risk Low - 6
Deployment & edge
Optimize and run on servers or devices in real time.
Importance Medium Market demand High Automation risk Low