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fabianhenning's Projects

cleanlab icon cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

crowd-analysis icon crowd-analysis

System integrated with YOLOv4 and Deep SORT for real-time crowd monitoring, then perform crowd analysis. The system is able to monitor for abnormal crowd activity, social distance violation and restricted entry. The other part of the system can then process crowd movement data into optical flow, heatmap and energy graph.

crowd-counting-platform icon crowd-counting-platform

A website that implements 3 crowd counting algorithms and helps you to predict number of people in images, videos, and in your camera.

crowdclip icon crowdclip

CrowdCLIP: Unsupervised Crowd Counting via Vision-Language Model [CVPR 2023]

crowdcounting-p2pnet icon crowdcounting-p2pnet

The official codes for the ICCV2021 Oral presentation "Rethinking Counting and Localization in Crowds: A Purely Point-Based Framework"

crowdflow icon crowdflow

Optical Flow Dataset and Benchmark for Visual Crowd Analysis

dcai-lab icon dcai-lab

Lab assignments for Introduction to Data-Centric AI, MIT IAP 2023 👩🏽‍💻

deepglo icon deepglo

This repository contains code for the paper: https://arxiv.org/abs/1905.03806. It also contains scripts to reproduce the results in the paper.

dep2label-up icon dep2label-up

Dependency Parsing as Sequence Labeling with Python3+ and PyTorch1+ and MTL

dronecrowd icon dronecrowd

Drone-based Joint Density Map Estimation, Localization and Tracking with Space-Time Multi-Scale Attention Network

emotion-label-semantics icon emotion-label-semantics

This repository provides the code and dataset for the work published in the paper - Modeling Label Semantics for Predicting Emotional Reactions

entity-recognition-datasets icon entity-recognition-datasets

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

fastai icon fastai

The fastai deep learning library

flair icon flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

flair-on-gcp icon flair-on-gcp

This repository adds examples on how to train Flair on Google Cloud Platform (GCP) AI Platform and how to deploy a Flair-model on GCP Cloud Run.

fundus icon fundus

A very simple news crawler with a funny name

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