reedajohns
Reed is a Machine Learning and Robotics Engineer. He received his Masters from the University of Minnesota in 2020.
Roboflow
Pinned Repositories
edge_scripts
Host scripts to run on the edge.
Feedforward-Neural-Network-from-Scratch
Feedforward neural network with backpropagation from scratch (Python)
Feedforward-NN-with-Keras-and-TensorFlow
Overview of creating basic feedforward neural networks with Keras / Tensorflow.
k-NN-Image-Classifier-Hot-Dog-or-Not-Hot-Dog
Use a k - Nearest Neighbor (kNN) algorithm to classify images.
LeNet-in-Keras-with-MNIST
Recreate the LeNet architecture in Keras / Tensorflow and run it against the MNIST dataset for evaluation.
MiniVGGNet-in-Keras
In this project we recreate the MiniVGGNet architecture in Keras / Tensorflow.
misc_files
Host misc files, drivers, etc.
Simple-CNN-using-Keras-and-Tensorflow
We build a single conv neural network and show the results, and a brief summary of the CNN layer types / options.
vacuum-challenge
How good are you at Vacuuming? Let's find out.
Video-Augmented-Reality-with-Aruco-Markers-OpenCV
Detection of ArUco markers in a video, construction of transformation, and overlay of image ontop of markers.
reedajohns's Repositories
reedajohns/vacuum-challenge
How good are you at Vacuuming? Let's find out.
reedajohns/Video-Augmented-Reality-with-Aruco-Markers-OpenCV
Detection of ArUco markers in a video, construction of transformation, and overlay of image ontop of markers.
reedajohns/k-NN-Image-Classifier-Hot-Dog-or-Not-Hot-Dog
Use a k - Nearest Neighbor (kNN) algorithm to classify images.
reedajohns/MiniVGGNet-in-Keras
In this project we recreate the MiniVGGNet architecture in Keras / Tensorflow.
reedajohns/edge_scripts
Host scripts to run on the edge.
reedajohns/Feedforward-Neural-Network-from-Scratch
Feedforward neural network with backpropagation from scratch (Python)
reedajohns/Feedforward-NN-with-Keras-and-TensorFlow
Overview of creating basic feedforward neural networks with Keras / Tensorflow.
reedajohns/LeNet-in-Keras-with-MNIST
Recreate the LeNet architecture in Keras / Tensorflow and run it against the MNIST dataset for evaluation.
reedajohns/misc_files
Host misc files, drivers, etc.
reedajohns/Simple-CNN-using-Keras-and-Tensorflow
We build a single conv neural network and show the results, and a brief summary of the CNN layer types / options.
reedajohns/qr-code
qr-code-poc
reedajohns/qr-code-test
qr-code