jacobarose Goto Github PK

al-fk-self-supervision

(fork of) the Official PyTorch code for CVPR 2020 paper "Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision"

augmix-tf

Implementation of AugMix (2020) in TensorFlow

automl_survey

awesome-repos

My personal collection of interesting repos, started after many years of collecting them sporadically in the bookmarks of different browsers and various disconnected apps.

awesome-slugify

Python flexible slugify function

awesome-stars

A curated list of my GitHub stars! Organized by programming language. Generated by starred

computer-vision-cracks-the-leaf-code-2016

Code from the 2016 PNAS paper

convnet-drawer

Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions

deprecated-jacobarose.github.io

dm-haiku

JAX-based neural network library

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

genetic_algorithm

Implementation of a Genetic Algorithm framework for evolving the optimal structure of deep neural nets based on a fitness function applied to a particular dataset.

grad-cam-pytorch

PyTorch implementation of Grad-CAM, vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps

how-do-vits-work

[JRose code WIP] --Adapted from official PyTorch implementation of "How Do Vision Transformers Work?"

image-utils

Refined collection of various image file utilities I've written and re-written at various points during my graduate studies performing research in computer vision.

imgclsmob

Sandbox for training convolutional networks for computer vision

incremental_learning.pytorch

A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).

intro_to_digital_agriculture

Skoltech course, Introduction to Digital Agriculture, 3 term

jacobarose.github.io

✨ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com

keep-a-changelog

If you build software, keep a changelog.

keras-idiomatic-programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

learning

Becoming better at data science every day

leavesdb

Functions and scripts for interacting with an lmdb database

lightning-hydra-classifiers

make-a-readme

:page_facing_up: Because nobody can read your mind (yet)

models

Models and examples built with TensorFlow

nbdev_leaves_demo

notes

open_lth

A repository in preparation for open-sourcing lottery ticket hypothesis code.

pigeonxt-more

🐦 Quickly annotate data from the comfort of your Jupyter notebook