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senior-computer-vision

Computer vision engineering skill for object detection, image segmentation, and visual AI systems. Covers CNN and Vision Transformer architectures, YOLO/Faster R-CNN/DETR detection, Mask R-CNN/SAM segmentation, and production deployment with ONNX/TensorRT. Includes PyTorch, torchvision, Ultralytics, Detectron2, and MMDetection frameworks. Use when building detection pipelines, training custom models, optimizing inference, or deploying vision systems.

Repository Source folder

Details

Path
engineering-team/skills/senior-computer-vision
License
MIT
Bundled scripts
3

Bundled scripts

  • engineering-team/skills/senior-computer-vision/scripts/dataset_pipeline_builder.py
  • engineering-team/skills/senior-computer-vision/scripts/vision_model_trainer.py
  • engineering-team/skills/senior-computer-vision/scripts/inference_optimizer.py

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