Ross Taylor's Projects
The code (pytorch for testing & matlab for 3D plot and evaluation) for our project: Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning (2DASL)
Notes for Active Portfolio Management, by Grinold and Kahn
arXiv submission core
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
COCO API - Dataset @ http://cocodataset.org/
Markdown-formatted Creative Commons 4.0 license texts
High-level Semantic Feature Detection: A New Perspective for Pedestrian Detection, CVPR, 2019
A Deep Learning based project for colorizing and restoring old images
A PyTorch implementation of "DGC-Net: Dense Geometric Correspondence Network"
FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation.
This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423
AI Generated Skateboard Decks
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
A high-level, rapid development framework for machine learning projects
Example artefacts for a Mantra project
Implementation of Octave Convolution from Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution in Pytorch
Open standard for machine learning interoperability
The leading native Python SSHv2 protocol library.
An API wrapper for Throne.AI
:fire: PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain. :fire: 图像翻译,条件GAN,AI绘画
A Tour of Time Series Analysis
Open source time series library for Python
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano
Tensors and Dynamic neural networks in Python with strong GPU acceleration
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more
PyTorch implementation for semantic segmentation (DeepLabV3+, UNet, etc.)