Computer Vision questions and answers
Image pipelines, detection and segmentation. Page 10 of 10.
ML System Design practice on Codemia
Design recommenders, ranking systems and training pipelines the way ML interviews actually ask for them, with worked solutions.
Answers 541-548
- Why do we normalize the image to mean0.5, std0.5?
- Why does my algorithm to convert between index and x,y with bitmap buffers result in the image being flipped vertically?
- Why does one not use IOU for training?
- Will jpeg compression affect training and classification using Convolutional Neural Networks
- Working with SSIM loss function in tensorflow for RGB images
- YOLO object detection how does the algorithm predict bounding boxes larger than a grid cell?
- Yolo object detection include images that do not contain classes to be predicted?
- Yolo v1 bounding boxes during training step
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