Binxu's repositories
FloodFillNetwork-Notes
Flood Fill Network for 3d Electron Microscopy volume neuron segmentation. Adapt from google FFN-master add notes and custom variation and parallelization (for windows and our retina & LGN data)
KeyPointDataPreprocess4DeepLabCut
A short script to re-format the key point coordinate data got from ImageJ (txt) into format (hdf5) required by DeepLabCut to make training dataset.
morphable_image_mask
Codes to generate morphable mask as occluder or spotlight for image presentation
MusicTransformer-pytorch
implementation of music transformer with pytorch (ICLR2019)
psychophysical_GIF
Making GIF demos for Psychophysical experiments and Visual illusions
Activation-Maximization-for-Visual-System
Generate image stimuli by Activation Maximization (using derivative free optimization methods) for DCNN and macaque visual system
ANTsRegistration.jl
Convenience wrapper for image registration using the Advanced Normalization Tools
Belief-Propagation
Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum
blender-cli-rendering
Python scripts for rendering images using Blender 2.80+ from command-line interface
blendmytorch
Produces a list of Blender API commands to make a 3d model of a pytorch model.
Conics
An interactive conic visualization app used to record this video.
cs230-code-examples
Code examples in pyTorch and Tensorflow for CS230
exploiting-gan-internal-capacity
Code for reproducing experiments in "Exploiting GAN Internal Capacity for High-Quality Reconstruction of Natural Images"
ffn
Flood-Filling Networks for instance segmentation in 3d volumes.
Light-Sheet-Data-Processing-Script
Collection of scripts for running data processing of light sheet data
MATLAB-img-scatter-plots
MATLAB 2-D and 3-D scatter plots with image at each point.
pixelobjectness
Generic Foreground Segmentation in Images
PML_Workshops
The WashU Physics Machine Learning Club puts jupyter notebooks we will be using internally in this repo. We do not claim authorship of the notebooks.
pytorch-blender
Seamless integration of Blender into pytorch data sources
pytorch-caffe
load caffe prototxt and weights directly in pytorch
pytorch-summary
Model summary in PyTorch similar to `model.summary()` in Keras
pytorch_GAN_zoo
A mix of GAN implementations including progressive growing
Short-term-plasticity-RNN
Short-term plasticity RNN models in Tensorflow