Pete McCloskey's repositories
models
Models and examples built with TensorFlow
tf-faster-rcnn
Tensorflow Faster RCNN for Object Detection
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
TF_detect_codebase
Code base for building the TF demo android app for fall armyworm damage and cassava disease detection & diagnosis
Cassava-Disease-Recognition
Collection of scripts for image-based disease recognition in plants using transfer learning
raccoon_dataset
The dataset is used to train my own raccoon detector and I blogged about it on Medium
FCN.tensorflow
Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)
Pedestrian_Detection
Simple pedestrian detection system using SVM on still images
Feature_Detection
Simple feature detection using the Harris corner detector
Pedistrian_Detection
Simple pedestrian detection system using SVM
Pneumonia-Inference
Pneumonia diagnosis using naive bayes inference
Predict-Median-House-Value
Median house value prediction using linear regression and online gradient descent
Diabetes-Diagnosis
A comparison of knn, SVM, decision trees, naive bayes, and a neural network to predict diabetes diagnoses
Ensemble-Methods
Experiments with ensemble methods Bagging and Adaboost
Content-Aware-Resizing
Content aware resizing using seam carving
CodeSamples
Various implementations of machine learning models in Matlab
tensorflow
Computation using data flow graphs for scalable machine learning
TensorFlow_Beginnings
Short script that uses Tensorflow to build and train a small 2-layer CNN
CarTracker
Car tracking program that stores cars and allows for retrieval of car with minimum price or minimum mileage
MyLZW
Implementation of LZW compression that incorporates options when the codebook fills up during compression
id3tagEd
Little program in C that reads the id3tag from an mp3 file, displays the id3tag and allows you to change any field of the tag