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Hi there 👋

My name is Niels, I'm 27 years old and I live in Belgium.

I'm currently working as an ML engineer @ 🤗 HuggingFace, where I'm part of the Open-Source team.

I work on HuggingFace Transformers, a Python library implementing several state-of-the-art AI algorithms, all based on the original Transformer by Google.

I love making AI more accessible to anyone. So far, I've contributed the following algorithms to HuggingFace Transformers:

Besides that, I help others add models to the library, including:

I'm mostly working with PyTorch. For IDEs, I work with Visual Studio Code and Google Colab. It's all you need.

I learned everything about deep learning through self-study, mainly thanks to Andrej Karpathy's cs231n course at Stanford University (lectures are free on Youtube and assigment solutions can be found on Github).

nielsrogge's Projects

1d-tokenizer icon 1d-tokenizer

This repo contains the code for our paper An Image is Worth 32 Tokens for Reconstruction and Generation

ast icon ast

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

audiosep icon audiosep

Official implementation of "Separate Anything You Describe"

azure-search-openai-demo icon azure-search-openai-demo

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

big_vision icon big_vision

Official codebase used to develop Vision Transformer, MLP-Mixer, LiT and more.

bird icon bird

This is the official implementation of "Blind Image Restoration via Fast Diffusion Inversion"

blip icon blip

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

blog icon blog

Public repo for HF blog posts

bytetrack icon bytetrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

clip-retrieval icon clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with them

clipseg icon clipseg

This repository contains the code of the CVPR 2022 paper "Image Segmentation Using Text and Image Prompts".

co-tracker icon co-tracker

CoTracker is a model for tracking any point (pixel) on a video.

coco-eval icon coco-eval

A tiny package supporting distributed computation of COCO metrics for PyTorch models.

cogvlm icon cogvlm

a state-of-the-art-level open visual language model

conditionaldetr icon conditionaldetr

This repository is an official implementation of the ICCV 2021 paper "Conditional DETR for Fast Training Convergence". (https://arxiv.org/abs/2108.06152)

cream icon cream

This is a collection of our NAS and Vision Transformer work.

crossmae icon crossmae

Official Implementation of the CrossMAE paper: Rethinking Patch Dependence for Masked Autoencoders

cs224n-assignments icon cs224n-assignments

My solutions to the practical assignments of CS224n (Natural Language Processing with Deep Learning) [Stanford University-Winter 2019]

datacomp icon datacomp

DataComp: In search of the next generation of multimodal datasets

datasets icon datasets

🤗 Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas

dcgan-huggingface icon dcgan-huggingface

An implementation of DCGAN, leveraging the HuggingFace ecosystem for getting data and pushing to the hub.

ddcolor icon ddcolor

[ICCV 2023] Official implementation of "DDColor: Towards Photo-Realistic Image Colorization via Dual Decoders"

deep-learning-for-computer-vision icon deep-learning-for-computer-vision

This repository contains the assignments I made during the 2019 version of the Deep Learning for Computer Vision course taught at the University of Michigan.

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