michaelmurdock

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

usbipd-win

Windows software for sharing locally connected USB devices to other machines, including Hyper-V guests and WSL 2.

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

loss-landscape

Code for visualizing the loss landscape of neural nets

ManimML

ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.

fvcore

Collection of common code that's shared among different research projects in FAIR computer vision team.

efficientdet-pytorch

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

cornell-cs5785-2020-applied-ml

Teaching materials for the applied machine learning course at Cornell Tech (online edition)

computer-vision

Programming Assignments and Lectures for Stanford's CS 231: Convolutional Neural Networks for Visual Recognition

jupyter-resource-usage

Jupyter Notebook Extension for monitoring your own Resource Usage

edgetpu

Coral issue tracker (and legacy Edge TPU API source)

jupyterlab_tensorboard

Tensorboard extension for jupyterlab.

gimp-stable-boy

GIMP plugin for AUTOMATIC1111's Stable Diffusion WebUI

SPD-Conv

Code for ECML PKDD 2022 paper: No More Strided Convolutions or Pooling: A Novel CNN Architecture for Low-Resolution Images and Small Objects

fiftyone-examples

Examples of using FiftyOne

goodboychan.github.io

jupyter blog

gapi-querier

Tool for running Google APIs, and to play with google auth and stuff.

ask_ai

codexctl

Automated update managment for the ReMarkable tablet

VOG

Estimating Example Difficulty using Variance of Gradients

python-poppler-qt5

Python binding to libpoppler-qt5

pytorch-saliency-maps

Visualizing image-specific class saliency map in classification ConvNets in Pytorch

object-detection-metrics

Python code for analysing object detection metrics

Class-Agnostic-Feature-Visualisation

[ICIP 2021] PyTorch code for "The Mind's Eye: Visualizing Class-Agnostic Features of CNNs" for generation of kernel features.

separableconv-torch

PyTorch implementation of Depthwise Separable Convolution

planner

A system for generating hyperlinked PDF planner for daily time-blocking