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Nadia Khodaie's Projects

ark_bridge icon ark_bridge

The client side bridge which allows you to communicate to the ARK.

faster-rcnn-for-custom-dataset icon faster-rcnn-for-custom-dataset

he most widely used state of the art version of the R-CNN family — Faster R-CNN was first published in 2015. the evolution between versions was usually in terms of computational efficiency (integrating the different training stages), reduction in test time, and improvement in performance (mAP). A region suggestion approach is used to construct "bounding boxes," or locations of probable objects in the image, in these networks. A stage for generating features for these objects, commonly using a CNN. d) A regression layer to make the coordinates of the item bounding box more precise; and e) A classification layer to forecast which class this object belongs to.

image-stitching icon image-stitching

A python package to stitch multiple images either horizontally or vertically

linorobot icon linorobot

Autonomous ground robots (2WD, 4WD, Ackermann Steering, Mecanum Drive)

mask-rcnn-tf2 icon mask-rcnn-tf2

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.0

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