Search Results for author:
Found 10 papers, 8 papers with code
An Empirical Study into Clustering of Unseen Datasets with Self-Supervised Encoders
Our suite of benchmarking experiments use encoders pretrained solely on ImageNet-1k with either supervised or self-supervised training techniques, deployed on image datasets that were not seen during training, and clustered with conventional clustering algorithms.
BIOSCAN-CLIP: Bridging Vision and Genomics for Biodiversity Monitoring at Scale
Measuring biodiversity is crucial for understanding ecosystem health.
BarcodeBERT: Transformers for Biodiversity Analysis
Understanding biodiversity is a global challenge, in which DNA barcodes - short snippets of DNA that cluster by species - play a pivotal role.
Which Tokens to Use? Investigating Token Reduction in Vision Transformers
While different methods have been explored to achieve this goal, we still lack understanding of the resulting reduction patterns and how those patterns differ across token reduction methods and datasets.
A Step Towards Worldwide Biodiversity Assessment: The BIOSCAN-1M Insect Dataset
In an effort to catalog insect biodiversity, we propose a new large dataset of hand-labelled insect images, the BIOSCAN-Insect Dataset.
MOTCOM: The Multi-Object Tracking Dataset Complexity Metric
There exists no comprehensive metric for describing the complexity of Multi-Object Tracking (MOT) sequences.
Multi-Task Classification of Sewer Pipe Defects and Properties using a Cross-Task Graph Neural Network Decoder
In order to efficiently manage the sewerage infrastructure, automated sewer inspection has to be utilized.
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark
To this end, in this work we present a large novel and publicly available multi-label classification dataset for image-based sewer defect classification called Sewer-ML.
3D-ZeF: A 3D Zebrafish Tracking Benchmark Dataset
In this work we present a novel publicly available stereo based 3D RGB dataset for multi-object zebrafish tracking, called 3D-ZeF.
3D Multi-Object Tracking
3D Object Detection From Stereo Images
Is it Raining Outside? Detection of Rainfall using General-Purpose Surveillance Cameras
In this paper, we design a system for the detection of rainfall by the use of surveillance cameras.
