EricKing19

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

MMSegmentation_Tutorials

Jupyter notebook tutorials for MMSegmentation

LongLoRA

Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)

ai-models-panguweather

Awesome-Multimodal-Research

A curated list of Multimodal Related Research.

WeatherBench

A benchmark dataset for data-driven weather forecasting

involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

pytorch-distributed

A quickstart and benchmark for pytorch distributed training.

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

shadowsocks

shadowsocks.wiki

reinforcement_learning_an_introduction

Notes and exercise solutions for second edition of Sutton & Barto's book

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

MatchingNetworks

This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and MiniImageNet dataset

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

matching-networks-pytorch

Matching Networks for one shot learning

Awesome-Meta-Learning

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

pspnet-pytorch

PyTorch implementation of PSPNet segmentation network

netwarp_public

Semantic Video CNNs through Representation Warping. ICCV 2017

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

focal_loss_pytorch

A PyTorch Implementation of Focal Loss.

dilation

Dilated Convolution for Semantic Image Segmentation

caffe

Caffe: a fast open framework for deep learning.

CapsNet-pytorch

PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules

examples

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

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-resnet

Convert resnet trained in caffe to pytorch model. (group norm resnet is provided too)

SegNet-Tutorial

Files for a tutorial to train SegNet for road scenes using the CamVid dataset

jaccardSegment

Deeplab-resnet-101 in Pytorch with Jaccard loss

caffe-model

Caffe models (imagenet pretrain) and prototxt generator scripts for inception_v3 \ inception_v4 \ inception_resnet \ fractalnet \ resnext

PSPNet

Pyramid Scene Parsing Network, CVPR2017.