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Steve's Projects

aws icon aws

Learning content, resources, and notes to obtain my AWS Cloud Practitioner Certification.

cocoapi icon cocoapi

COCO API - Dataset @ http://cocodataset.org/

cpp_tutorials icon cpp_tutorials

A collection of C++ Tutorials that I put together for a class of junior electrical engineering students. They're designed to be short, simple, and accessible to complete beginners.

detectron2 icon detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

gaze_tracking_system_old icon gaze_tracking_system_old

A prototype version of an algorithm which will track a reader's progression through text. Please visit https://stevebottos.github.io/2018/08/13/Gaze-Tracking-System/ for a detailed write-up of the system.

keras-yolo3 icon keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

keras-yolov3-model-set icon keras-yolov3-model-set

end-to-end YOLOv4/v3/v2 object detection pipeline, implemented on tf.keras with different technologies

la_parking_violations icon la_parking_violations

The point of this side project is to create a map of LA according to parking tickets received from last year (2018) and to produce some helpful visualizations.

mask_rcnn icon mask_rcnn

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

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