Benjamin Weinstein's Projects
Software Carpentry bootcamp in Canberra
Software Carpentry Workshop at Pacific Northwest National Laboratory
Implementations of popular CNNs in 3D for developing forest inventories from LiDAR
Borderlands
Quick boot for downloading git, running R and saving results
Anchor optimization for RetinaNet.
Comparison of the environments used by humpback, fin and sei whales in Antartica. Data comes from Dr. Vanesa Reyes, and cannot be used without her permission.
Implementing Bag of Visual words approach for object classification and detection
Python Implementation of Bag of Words for Image Recognition using OpenCV and sklearn
This is a test repo for geohackweek 2019
Exploratory Analysis of Ecuador Network Betadiversity
Background subtraction using deep learning method.
A Background Subtraction Library
Source Package for computing large betadiversity analysis in R using pbdMPI
The 2018 LifeCLEF bird identification task baseline system.
Birdsong classification in noisy environments with Convolutional Neural Networks implemented in Keras Deep Learning library for the BIRDCLEF 2016 competition. Can be fine-tuned to arbitrary audio classification task.
Comparing trait and phylogenetic dissimilarity among brazilian mammals and environment
Background Subtraction & Object Tracking Library
Website
Automatically identify animals in camera trap images by training a deep neural network.
Automated camera trap analysis in the cloud
Tools for training and running detectors and classifiers for wildlife images collected from motion-triggered cameras.
Samples for the Google Cloud Machine Learning API
Examples for review paper for the Journal of Animal Ecology
Code that accompanies a blog posts on continuous online video classification with TensorFlow, Inception and a Raspberry Pi
C++ implementation for the cut pursuit algorithm, with Matlab interfaces
Tutorial - Data Sharing and Collaboration Tools
Background subtraction and image classification for stationary cameras in ecological videos.
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.