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fabianhenning's Projects

rsna-2023-1st-place-solution icon rsna-2023-1st-place-solution

Code and Documentation for the first place solution in 2023 Abdominal Trauma Detection Competition hosted by RSNA on Kaggle.

scite icon scite

Causality Extraction based on Self-Attentive BiLSTM-CRF with Transferred Embeddings

steerer icon steerer

STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning, ICCV, 2023

tft_tf2 icon tft_tf2

Temporal Fusion Transformers for Tensorflow 2.x

tuning_playbook icon tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

udlbook icon udlbook

Understanding Deep Learning - Simon J.D. Prince

vessap icon vessap

Experimental code and examples for: Automated analysis of whole brain vasculature using machine learning

vesuvius-inkdetection_1st icon vesuvius-inkdetection_1st

The Vesuvius Challenge is a machine learning and computer vision competition to read the Herculaneum Papyri.

vesuvius_5 icon vesuvius_5

Vesuvius Challenge - Ink Detection 5th place solution

vim icon vim

Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

visdrone-dataset icon visdrone-dataset

The dataset for drone based detection and tracking is released, including both image/video, and annotations.

vscrowd-dataset icon vscrowd-dataset

Dataset for "Video Crowd Localization with Multi-focus Gaussian Neighborhood Attention and a Large-Scale Benchmark"

walmart_competition_code icon walmart_competition_code

This repo holds the code for the 1st place entry in the Walmart 2014 sales forecasting competition hosted on Kaggle.

yolo-crowd icon yolo-crowd

YOLO-CROWD is a lightweight crowd counting and face detection model that is based on Yolov5s and can run on edge devices, as well as fixing the problems of face occlusion, varying face scales, and other challenges of crowd counting

yolo-facev2 icon yolo-facev2

YOLO-FaceV2: A Scale and Occlusion Aware Face Detector

yolov5-face icon yolov5-face

YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)

yolov7 icon yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

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