PyTorch implementation(s) of various ResNet models from Twitch streams.

Last update: Jan 11, 2022

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Overview

pytorch-resnet-twitch

PyTorch implementation(s) of various ResNet models from Twitch streams.

Status: ResNet50 currently not working. Will update in next stream. Tried and failed to get it working in the first stream. We'll get it next time.

Watch live at: https://www.twitch.tv/mrdbourke

Owner

Daniel Bourke

Machine Learning Engineer live on YouTube.

GitHub Repository

Axel - 3D printed robotic hands and they controll with Raspberry Pi and Arduino combo

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This repository provides the official implementation of 'Learning to ignore: rethinking attention in CNNs' accepted in BMVC 2021.

inverse_attention This repository provides the official implementation of 'Learning to ignore: rethinking attention in CNNs' accepted in BMVC 2021. Le

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Improving Calibration for Long-Tailed Recognition (CVPR2021)

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Official implementation of Self-supervised Graph Attention Networks (SuperGAT), ICLR 2021.

SuperGAT Official implementation of Self-supervised Graph Attention Networks (SuperGAT). This model is presented at How to Find Your Friendly Neighbor

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This is the implementation of the paper "Self-supervised Outdoor Scene Relighting"

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An attempt at the implementation of Glom, Geoffrey Hinton's new idea that integrates neural fields, predictive coding, top-down-bottom-up, and attention (consensus between columns)

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This project aim to create multi-label classification annotation tool to boost annotation speed and make it more easier.

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Code for Towards Streaming Perception (ECCV 2020) :car:

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Official PyTorch implementation and pretrained models of the paper Self-Supervised Classification Network

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Official repository for the ICLR 2021 paper Evaluating the Disentanglement of Deep Generative Models with Manifold Topology

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PyTorch implementation(s) of various ResNet models from Twitch streams.

Related tags

Overview

pytorch-resnet-twitch

Owner

Daniel Bourke

Axel - 3D printed robotic hands and they controll with Raspberry Pi and Arduino combo

All of the figures and notebooks for my deep learning book, for free!

This repository provides the official implementation of 'Learning to ignore: rethinking attention in CNNs' accepted in BMVC 2021.

Improving Calibration for Long-Tailed Recognition (CVPR2021)

Official implementation of Self-supervised Graph Attention Networks (SuperGAT), ICLR 2021.

This is the implementation of the paper "Self-supervised Outdoor Scene Relighting"

An attempt at the implementation of Glom, Geoffrey Hinton's new idea that integrates neural fields, predictive coding, top-down-bottom-up, and attention (consensus between columns)

“英特尔创新大师杯”深度学习挑战赛赛道3：CCKS2021中文NLP地址相关性任务

This is an open solution to the Home Credit Default Risk challenge 🏡

Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression

This project aim to create multi-label classification annotation tool to boost annotation speed and make it more easier.

Code for Towards Streaming Perception (ECCV 2020) :car:

Official PyTorch implementation and pretrained models of the paper Self-Supervised Classification Network

Official repository for the ICLR 2021 paper Evaluating the Disentanglement of Deep Generative Models with Manifold Topology

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals.

Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners

Delving into Localization Errors for Monocular 3D Object Detection, CVPR'2021

University of Rochester 2021 Summer REU focusing on music sentiment transfer using CycleGAN

Offical implementation of Shunted Self-Attention via Multi-Scale Token Aggregation

Code for "On the Effects of Batch and Weight Normalization in Generative Adversarial Networks"

PyTorch implementation(s) of various ResNet models from Twitch streams.

Related tags

Overview

pytorch-resnet-twitch

Owner

Daniel Bourke

Axel - 3D printed robotic hands and they controll with Raspberry Pi and Arduino combo

All of the figures and notebooks for my deep learning book, for free!

This repository provides the official implementation of 'Learning to ignore: rethinking attention in CNNs' accepted in BMVC 2021.

Improving Calibration for Long-Tailed Recognition (CVPR2021)

Official implementation of Self-supervised Graph Attention Networks (SuperGAT), ICLR 2021.

This is the implementation of the paper "Self-supervised Outdoor Scene Relighting"

An attempt at the implementation of Glom, Geoffrey Hinton's new idea that integrates neural fields, predictive coding, top-down-bottom-up, and attention (consensus between columns)

“英特尔创新大师杯”深度学习挑战赛 赛道3：CCKS2021中文NLP地址相关性任务

This is an open solution to the Home Credit Default Risk challenge 🏡

Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression

This project aim to create multi-label classification annotation tool to boost annotation speed and make it more easier.

Code for Towards Streaming Perception (ECCV 2020) :car:

Official PyTorch implementation and pretrained models of the paper Self-Supervised Classification Network

Official repository for the ICLR 2021 paper Evaluating the Disentanglement of Deep Generative Models with Manifold Topology

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals.

Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners

Delving into Localization Errors for Monocular 3D Object Detection, CVPR'2021

University of Rochester 2021 Summer REU focusing on music sentiment transfer using CycleGAN

Offical implementation of Shunted Self-Attention via Multi-Scale Token Aggregation

Code for "On the Effects of Batch and Weight Normalization in Generative Adversarial Networks"

“英特尔创新大师杯”深度学习挑战赛赛道3：CCKS2021中文NLP地址相关性任务