jamesemi Goto Github PK

advanceddl

All files and code related to work for the course 'Advanced Deep Learning' by Ruslan Salakhutdinov - taken in Spring 2024, at Carnegie Mellon University.

big-lab

A repo for code related to work for the Biomedical Image Guidance lab, under guidance of Dr. John Galeotti.

blog

Playin' with code and words!

contrast-phys

[TPAMI & ECCV 2022] Contrast-Phys & Contrast-Phys+ for facial video-based remote physiological signal measurement

course22p2

A record of course.fast.ai 2022 part 2 repo, to keep record of my 'working nbs' - wherein I have added text, code and content to the raw lesson nb while working alongside the video lessons.

fastaipt2

A repo for all things, code, and ideas related to the Deep Learning for Coders Part 2 course by fast.ai (2022)

fastbook

The fastai book, published as Jupyter Notebooks

genai-10623

A repo to record all work related to the course Generative AI (10-623), at CMU SCS.

generative-modeling-hw2

Files for homework #2 for Visual Learning & Recognition

ggn

GGN model for seizure classification (datasets: TUH EEG seizure TUSZ 1.5.2)

image_segmentation_attunet

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net, adapted for use in the LSU ultrasound project

kaatru

A repo for documents/code related to Kaatru, IIT - Madras

label-approximation

"stealth"

leethub

Automatically sync leetcode solutions to github account

map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

mu_wdd

nbdev-trial

Trial repo to work through nbdev walkthrough

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

openant

ANT and ANT-FS Python Library

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

seizure-type-classification-tuh

seizure type classification using TUH dataset

transformers-je

Files for homework #3 for Visual Learning & Recognition (Fall 2023, CMU)

visual-learning-16824

All files and code related to work for the course 'Visual Learning & Recognition' - taken in Fall 2023, at Carnegie Mellon University.

vitpose_pytorch

Changes to the unofficial implementation of ViTPose [Y. Xu et al., 2022].

vlrhw1

Classification and Detection Challenge for Visual Learning & Recognition (16-824)

walkthru2

Sample repo for working through walkthru 2 of fast.ai course

wolny-pytorch-3dunet-lsu

3D U-Net model for volumetric semantic segmentation written in pytorch