List: deep learning | Curated by Bot Kampa | Medium

Nov 18, 2024

29 stories

deep learning

In

TDS Archive

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Jon Flynn

Exploring Music Transcription with Multi-Modal Language Models

Using Qwen2-Audio to transcribe music into sheet music

Nov 17, 2024

Exploring Music Transcription with Multi-Modal Language Models

Nov 17, 2024

In

TDS Archive

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Jeremy Arancio

Parse Your Invoices with LayoutLM and Label Studio

Fine-tune LayoutLM on your invoices with the Transformers library, Label Studio, and AWS S3.

Apr 16, 2024

Parse Your Invoices with LayoutLM and Label Studio

Apr 16, 2024

This story is no longer available

Leo Wang

Swin Transformer V1 + V2 — Best Vision Models Are Not CNN-based

🔥 Swin Transformer has revolutionized computer vision while can still be general-purpose. V2 does even a better job and beats SOTA…

Oct 8, 2022

Swin Transformer V1 + V2 — Best Vision Models Are Not CNN-based

Oct 8, 2022

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TDS Archive

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Maxime Labonne

Reinforcement Learning in Minecraft: Create a Bot to Find Diamonds

Reinforcement Learning and Behavior Cloning in Python with MineRL

May 25, 2022

Reinforcement Learning in Minecraft: Create a Bot to Find Diamonds

May 25, 2022

In

TDS Archive

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Sascha Heyer

Image Similarity with Deep Learning

We can use machine learning to return meaningful similar images in the proper context. Simple, and fast.

Apr 12, 2022

Image Similarity with Deep Learning

Apr 12, 2022

In

Georgian Impact Blog

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Georgian

How to Incorporate Tabular Data with HuggingFace Transformers

[Colab] [Github]

Oct 23, 2020

The two pre training tasks for ViLBert

Oct 23, 2020

This story is no longer available

Eugenia Anello

Manipulating Pytorch Datasets

How to work with Dataloaders and Datasets for Deep Learning

Jan 27, 2022

Manipulating Pytorch Datasets

Jan 27, 2022

Shuchen Du

Deep Learning on 3D Point Clouds

Deep Learning without Pixels and Voxels

Dec 27, 2021

Deep Learning on 3D Point Clouds

Dec 27, 2021

Jair Ribeiro

This is how I'm using AI to animate my daughter's drawings.

Facebook's researchers have created an AI system to animate human-like figures in children's drawings.

Dec 22, 2021

This is how I'm using AI to animate my daughter's drawings.

Dec 22, 2021

In

Geek Culture

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Olga Chernytska

Learn To Implement Papers: Beginner’s Guide

Step-by-step instructions on how to understand Deep Learning papers and implement the described approaches.

Dec 17, 2021

Learn To Implement Papers: Beginner’s Guide

Dec 17, 2021

In

TDS Archive

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Saketh Kotamraju

An intuitive explanation of Self Attention

A step-by-step explanation of the multi-headed self-attention block

Oct 7, 2020

An intuitive explanation of Self Attention

Oct 7, 2020

Zoumana Keita

Financial Text Classification With Deep Learning Using FinBERT

This article is a comprehensive overview of the application of the FinBERT pre-trained model on financial text data classification tasks

Jan 6, 2022

Financial Text Classification With Deep Learning Using FinBERT

Jan 6, 2022

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Geek Culture

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Syam Kakarla

Remote Sensing: Deep Learning for Land Cover Classification of Satellite Imagery Using Python

A detailed explanation and Implementation of the 3D-CNN model for land cover classification of satellite imagery using Python.

Dec 22, 2021

Remote Sensing: Deep Learning for Land Cover Classification of Satellite Imagery Using Python

Dec 22, 2021

In

TDS Archive

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Nilesh Vijayrania

Distributed Neural Network Training In Pytorch

With several advancements in Deep Learning, complex networks such as giant transformer networks, wider and deeper Resnets, etc. have…

Dec 25, 2020

Distributed Neural Network Training In Pytorch

Dec 25, 2020

In

TDS Archive

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Ketan Doshi

Leveraging Geolocation Data for Machine Learning: Essential Techniques

A Gentle Guide to Feature Engineering and Visualization with Geospatial data, in Plain English

Apr 17, 2021

Leveraging Geolocation Data for Machine Learning: Essential Techniques

Apr 17, 2021

In

TDS Archive

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Ketan Doshi

Transformers Explained Visually (Part 1): Overview of Functionality

A Gentle Guide to Transformers for NLP, and why they are better than RNNs, in Plain English. How Attention helps improve performance.

Dec 13, 2020

Transformers Explained Visually (Part 1): Overview of Functionality

Dec 13, 2020

In

TDS Archive

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Heiko Onnen

Temporal Fusion Transformer: A Primer on Deep Forecasting in Python

End-to-End Example: Probabilistic Time Series Forecasts Using the TFT, an Attention-Based Neural Network

Dec 28, 2021

Temporal Fusion Transformer: A Primer on Deep Forecasting in Python

Dec 28, 2021

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