Steve's repositories
TACO
🌮 Trash Annotations in Context Dataset Toolkit
reddit-comment-categorization
Text Classification in Spark NLP with Bert and Universal Sentence Encoders
eye-tracker
A webcam eye tracker, a work in progress
MaskRCNN_Height_Estimator
Height detection using a custom trained Matterport Mask RCNN
license_plate_finder
Experimental adaptation of yolo3 for license plate finder
keras-YOLOv3-model-set
end-to-end YOLOv4/v3/v2 object detection pipeline, implemented on tf.keras with different technologies
CTCI_Notebooke
Cracking The Coding Interview problems
stevebottos.github.io
My personal website.
CtCI-6th-Edition-Python
Cracking the Coding Interview 6th Ed. Python Solutions
MATLAB-Cognitive-State-Detection
Start-To-Finish implementation of a Neural Network in Matlab. Main program and auxiliary functions will take a data set (available on request), clean it appropriately, and train a NN to categorize each sample in terms of one of three classes. See Python repo for Python implementation.
keras-yolo3
A Keras implementation of YOLOv3 (Tensorflow backend)
openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
project_kojak
Training a Neural Network to Detect Gestures and Control Smart Home Devices with OpenCV in Python
TensorFlow-ENet
TensorFlow implementation of ENet
Mask_RCNN
Mobile Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
HandRecognition
Machine Learning example project using images of hand gestures.
TENSORFLOW-Cognitive-State-Detection
A Tensorflow (non-keras) version of previous work
PYTHON-Cognitive-State-Detection
An identical implementation of MATLAB-Cognitive-State-Detection's Neural Network, for comparison. This repository does not include the data cleaning steps, since that portion was written in Matlab and can be found in that repository.
aws
Learning content, resources, and notes to obtain my AWS Cloud Practitioner Certification.
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.
video-classification-3d-cnn-pytorch
Video classification tools using 3D ResNet
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.
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.
AWS-Certification-Preparation
Prepare the AWS Certified Solutions Architect - Associate examination