Search Results for author: Moseli Mots'oehli

Found 5 papers, 1 papers with code

FishNet: Deep Neural Networks for Low-Cost Fish Stock Estimation

no code implementations16 Mar 2024 Moseli Mots'oehli, Anton Nikolaev, Wawan B. IGede, John Lynham, Peter J. Mous, Peter Sadowski

These models are trained on a dataset of 50, 000 hand-annotated images containing 163 different fish species, ranging in length from 10cm to 250cm.

Classification object-detection +1

PuoBERTa: Training and evaluation of a curated language model for Setswana

2 code implementations13 Oct 2023 Vukosi Marivate, Moseli Mots'oehli, Valencia Wagner, Richard Lastrucci, Isheanesu Dzingirai

Natural language processing (NLP) has made significant progress for well-resourced languages such as English but lagged behind for low-resource languages like Setswana.

Language Modelling named-entity-recognition +5

Deep Active Learning in the Presence of Label Noise: A Survey

no code implementations22 Feb 2023 Moseli Mots'oehli, Kyungim Baek

In this literature review, we discuss the current state of deep active learning in the presence of label noise, highlighting unique approaches, their strengths, and weaknesses.

Active Learning Image Classification +1

Comparision Of Adversarial And Non-Adversarial LSTM Music Generative Models

no code implementations1 Nov 2022 Moseli Mots'oehli, Anna Sergeevna Bosman, Johan Pieter de Villiers

Algorithmic music composition is a way of composing musical pieces with minimal to no human intervention.

Music Generation

Public Parking Spot Detection And Geo-localization Using Transfer Learning

no code implementations1 Sep 2022 Moseli Mots'oehli, Yao Chao Yang

In cities around the world, locating public parking lots with vacant parking spots is a major problem, costing commuters time and adding to traffic congestion.

Transfer Learning

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