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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

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.

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".

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.

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deformable-detr icon deformable-detr

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

depth-anything icon depth-anything

Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

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