RT @Loberd3: @Ellen_Friedman @evornithology @cowbirdlab @skwinnicki @ted_dunning @DamienFarine All the way yet but it would appear the prob…
@Ellen_Friedman @evornithology @cowbirdlab @skwinnicki @ted_dunning @DamienFarine All the way yet but it would appear the problem lies in getting enough images of enough individuals and the problem of having unknown individuals randomly show up. https://t
RT @DamienFarine: @evornithology @Loberd3 @cowbirdlab @skwinnicki The challenge is building a large enough training set with correct labels…
RT @DamienFarine: @evornithology @Loberd3 @cowbirdlab @skwinnicki The challenge is building a large enough training set with correct labels…
@evornithology @Loberd3 @cowbirdlab @skwinnicki The challenge is building a large enough training set with correct labels. We have made it work for closed set problem: https://t.co/pmvrmvK8kq and working now on open-set. We're hoping to have a solution com
@YvanSatge Have a look at this paper: https://t.co/pmvrmvJAuS Individual identification needs tens of pictures per individual of known individuals as training data, which will be the challenge here.
Some highlights of André's work! https://t.co/gGCMCI1knB He developed automated recognition methods for small birds using deep-learning
RT @WeaverSociable: This incredible work by @Ferreira_AndreC @motherofshushi @WeaverSociable and colleagues @cefemontpellier @CIBIO_InBIO @…
RT @WeaverSociable: This incredible work by @Ferreira_AndreC @motherofshushi @WeaverSociable and colleagues @cefemontpellier @CIBIO_InBIO @…
This incredible work by @Ferreira_AndreC @motherofshushi @WeaverSociable and colleagues @cefemontpellier @CIBIO_InBIO @CollectiveBehav has been published @MethodsEcolEvol, here's the link: https://t.co/gGCMCI1knB
The previous work: https://t.co/3OUbz6BfOr
Here's the link to access the article and link to the GitHub repository on 'Deep learning-based methods for individual recognition in small birds' https://t.co/OyE2nws1ja by André Ferreira @Ferreira_AndreC and co-authors @WeaverSociable #sociableweaver
RT @wileyecology: Individual identification is important, and is mostly done by marking animals with tags. But data collection/analysis ca…
RT @wileyecology: Individual identification is important, and is mostly done by marking animals with tags. But data collection/analysis ca…
RT @wileyecology: Individual identification is important, and is mostly done by marking animals with tags. But data collection/analysis ca…
RT @wileyecology: Individual identification is important, and is mostly done by marking animals with tags. But data collection/analysis ca…
Individual identification is important, and is mostly done by marking animals with tags. But data collection/analysis can be time-consuming. How can deep-learning methods help with identification of individual birds? @MethodsEcolEvol ➡️ https://t.co/jn
Take a look at the deep learning‐based methods for individual recognition in small birds in @MethodsEcolEvol. #OpenAccess here: https://t.co/RvuO8MwXQw https://t.co/f8EwEO2UC2
RT @BigData_Mtp: 🎄Jour 22 #CalendrierDeLavent #bigData #DataScience Par une équipe composée entre autres de @umontpellier 👏 Mise au point…
RT @BigData_Mtp: 🎄Jour 22 #CalendrierDeLavent #bigData #DataScience Par une équipe composée entre autres de @umontpellier 👏 Mise au point…
🎄Jour 22 #CalendrierDeLavent #bigData #DataScience Par une équipe composée entre autres de @umontpellier 👏 Mise au point d'un outil basé sur du #DeepLearning 🤖 afin de reconnaitre 🦉 des individus dans les groupes d'oiseau grâce à leur plumage 🦚 🤩 https:/
RT @wileyecology: Using deep learning‐based methods for individual recognition in small birds from @MethodsEcolEvol. #DeepLearning has the…
RT @wileyecology: Using deep learning‐based methods for individual recognition in small birds from @MethodsEcolEvol. #DeepLearning has the…
RT @wileyecology: Using deep learning‐based methods for individual recognition in small birds from @MethodsEcolEvol. #DeepLearning has the…
RT @wileyecology: Using deep learning‐based methods for individual recognition in small birds from @MethodsEcolEvol. #DeepLearning has the…
RT @wileyecology: Using deep learning‐based methods for individual recognition in small birds from @MethodsEcolEvol. #DeepLearning has the…
RT @wileyecology: Using deep learning‐based methods for individual recognition in small birds from @MethodsEcolEvol. #DeepLearning has the…
RT @wileyecology: Using deep learning‐based methods for individual recognition in small birds from @MethodsEcolEvol. #DeepLearning has the…
RT @ritaafortuna: @WeaverSociable @Ferreira_AndreC @motherofshushi
RT @wileyecology: Using deep learning‐based methods for individual recognition in small birds from @MethodsEcolEvol. #DeepLearning has the…
@WeaverSociable @Ferreira_AndreC @motherofshushi
RT @wileyecology: Using deep learning‐based methods for individual recognition in small birds from @MethodsEcolEvol. #DeepLearning has the…
Adding to the ever-growing reading list! @rbn7c
RT @wileyecology: Using deep learning‐based methods for individual recognition in small birds from @MethodsEcolEvol. #DeepLearning has the…
RT @wileyecology: Using deep learning‐based methods for individual recognition in small birds from @MethodsEcolEvol. #DeepLearning has the…
RT @wileyecology: Using deep learning‐based methods for individual recognition in small birds from @MethodsEcolEvol. #DeepLearning has the…
RT @wileyecology: Using deep learning‐based methods for individual recognition in small birds from @MethodsEcolEvol. #DeepLearning has the…
Using deep learning‐based methods for individual recognition in small birds from @MethodsEcolEvol. #DeepLearning has the potential to revolutionize the way in which researchers identify individuals. Take a look here: https://t.co/tZgSRYRlGr https://t.co
@dryocopus @WildlifeEaling
RT @digitalplanet: Budding ornithologists may soon have help from robotic birdwatchers not only with identifying species of birds but also…
RT @digitalplanet: Budding ornithologists may soon have help from robotic birdwatchers not only with identifying species of birds but also…
RT @digitalplanet: Budding ornithologists may soon have help from robotic birdwatchers not only with identifying species of birds but also…
Budding ornithologists may soon have help from robotic birdwatchers not only with identifying species of birds but also the individual animal. Report on @digitalplanet from @anthealacchia. More from @BritishEcolSoc https://t.co/7xBEOQtZIc
RT @DamienFarine: Using deep learning to identify individual birds! André Ferreira's work shows that AI can learn to re-identify individual…
"computers can reliably recognize dozens of individual birds, even if we cannot distinguish the animals ourselves" another reason my master's thesis in identifying bird calls by looking at spectrograms with my eyeballs was OBSOLETE🙄 #phdchat https://t.c
RT @claudiawultsch: #DeepLearning‐based methods for individual recognition in small #birds #wildlife #Tech4Wildlife #cameratrapping @Metho…
#DeepLearning‐based methods for individual recognition in small #birds #wildlife #Tech4Wildlife #cameratrapping @MethodsEcolEvol https://t.co/uJCTsWlMMV https://t.co/AlQa7sxYWI
RT @KrisAnathema: #DeepLearning‐based methods for #IndividualRecognition in small #birds #OpenAccess "Trained #CNNs can re‐identify indiv…
RT @KrisAnathema: #DeepLearning‐based methods for #IndividualRecognition in small #birds #OpenAccess "Trained #CNNs can re‐identify indiv…
#DeepLearning‐based methods for #IndividualRecognition in small #birds #OpenAccess "Trained #CNNs can re‐identify individual birds in images collected in contexts that differ from the ones originally used to train the CNNs" https://t.co/vSVrS0m0G0
RT @CNRS: #Communiqué 🗞️ | Une collaboration internationale, impliquant principalement des scientifiques @CNRS @umontpellier et @UPorto, a…
Eine „Gesichtserkennung“ für Vögel soll die Verhaltensstudien für Forscher und Vogel erleichtern. Um die Vögel nicht länger mit Bändern einzeln identifizierbar zu machen, wurde ein Algorithmus entwickelt. Mehr Infos hier: https://t.co/kxtrGEiaTU #wissensc
Researchers from universities in Europe and Africa trained neural networks to recognize individual birds with up to 90% https://t.co/emsLNgK94Z #facerecognition
ML-assisted birdwatching https://t.co/DVr0j4gj6E
RT @Gyekis1: Individual specific voice recognition in passerines #ornithology ... these methods will allow backyard trailcam/microphone set…
Deep learning‐based methods for individual recognition in small birds https://t.co/uMOVknvSRq #DeepLearning
RT @machinelearnflx: Deep learning‐based methods for individual recognition in small birds https://t.co/ih4nyfc8VZ #DeepLearning
RT @machinelearnflx: Deep learning‐based methods for individual recognition in small birds https://t.co/ih4nyfc8VZ #DeepLearning
RT @machinelearnflx: Deep learning‐based methods for individual recognition in small birds https://t.co/ih4nyfc8VZ #DeepLearning
RT @AGi_MLearning: great #DeepLearning use case #Birds https://t.co/cNOF2OSdQp
great #DeepLearning use case #Birds
RT @machinelearnflx: Deep learning‐based methods for individual recognition in small birds https://t.co/ih4nyfc8VZ #DeepLearning
RT @machinelearnflx: Deep learning‐based methods for individual recognition in small birds https://t.co/ih4nyfc8VZ #DeepLearning
Deep learning‐based methods for individual recognition in small birds https://t.co/ih4nyfc8VZ #DeepLearning
RT @Jente_O: Deep learning‐based methods for individual recognition in small birds | Methods in Ecology and Evolution https://t.co/4JDSTs0Q…
Interesting paper on using deep learning to recognise different kinds of birds, specifically “three small bird species, the sociable weaver Philetairus socius, the great tit Parus major and the zebra finch Taeniopygia guttata.” https://t.co/eZ5XxKaIbl #D
RT @milesboard: #DeepLearning‐based methods for individual recognition in small birds #AI https://t.co/19mhzfsDw1 https://t.co/6RnFxyBI5S
#DeepLearning‐based methods for individual recognition in small birds #AI https://t.co/19mhzfsDw1 https://t.co/6RnFxyBI5S
RT @FAETHFLEX: here’s another project to add to your portfolio https://t.co/k1x8uTCIri
here’s another project to add to your portfolio
RT @machinelearnflx: Deep learning‐based methods for individual recognition in small birds https://t.co/fCpTYtaxsl #DeepLearning
Deep learning‐based methods for individual recognition in small birds https://t.co/fCpTYtaxsl #DeepLearning
RT @DamienFarine: Using deep learning to identify individual birds! André Ferreira's work shows that AI can learn to re-identify individual…
RT @n8_upham: Use of deep learning to identify *individual* birds of three species: "However, one of the bottlenecks ... is the need to col…
RT @n8_upham: Use of deep learning to identify *individual* birds of three species: "However, one of the bottlenecks ... is the need to col…
RT @n8_upham: Use of deep learning to identify *individual* birds of three species: "However, one of the bottlenecks ... is the need to col…
Use of deep learning to identify *individual* birds of three species: "However, one of the bottlenecks ... is the need to collect and identify hundreds to thousands of individually labelled pictures to train convolutional neural networks (CNNs)." https://t
An exciting start to something with endless possibilities. 🤩 Deep learning‐based methods for individual recognition in small birds https://t.co/YJ9aDDZnYj
Robot birders do well. https://t.co/oQWZO5w1KK
RT @machinelearnflx: Deep learning‐based methods for individual recognition in small birds https://t.co/ih4nyeUxxp #DeepLearning
RT @machinelearnflx: Deep learning‐based methods for individual recognition in small birds https://t.co/ih4nyeUxxp #DeepLearning
RT @BehavEcolPapers: Deep learning‐based methods for individual recognition in small #birds https://t.co/ZCFk0HUDQF @MethodsEcolEvol
RT @BehavEcolPapers: Deep learning‐based methods for individual recognition in small #birds https://t.co/ZCFk0HUDQF @MethodsEcolEvol
Deep learning‐based methods for individual recognition in small #birds https://t.co/ZCFk0HUDQF @MethodsEcolEvol
RT @ryneches: Prediction : machine vision will revolutionize ecology. It's cheap, and it can do things that are currently impossible, such…
RT @ryneches: Prediction : machine vision will revolutionize ecology. It's cheap, and it can do things that are currently impossible, such…
RT @machinelearnflx: Deep learning‐based methods for individual recognition in small birds https://t.co/ih4nyeUxxp #DeepLearning
RT @machinelearnflx: Deep learning‐based methods for individual recognition in small birds https://t.co/ih4nyeUxxp #DeepLearning
RT @DamienFarine: Here's a fantastic write-up about André's work in @ScienceMagazine: https://t.co/xyRZVxNou3 We're super excited for wha…
RT @machinelearnflx: Deep learning‐based methods for individual recognition in small birds https://t.co/ih4nyeUxxp #DeepLearning
RT @machinelearnflx: Deep learning‐based methods for individual recognition in small birds https://t.co/ih4nyeUxxp #DeepLearning
RT @machinelearnflx: Deep learning‐based methods for individual recognition in small birds https://t.co/ih4nyeUxxp #DeepLearning
RT @machinelearnflx: Deep learning‐based methods for individual recognition in small birds https://t.co/ih4nyeUxxp #DeepLearning
RT @machinelearnflx: Deep learning‐based methods for individual recognition in small birds https://t.co/ih4nyeUxxp #DeepLearning
RT @machinelearnflx: Deep learning‐based methods for individual recognition in small birds https://t.co/ih4nyeUxxp #DeepLearning
Deep learning‐based methods for individual recognition in small birds https://t.co/ih4nyeUxxp #DeepLearning
RT @IBIS_journal: Deep learning‐based methods for individual recognition in small birds https://t.co/gHBRzA5oVK | @MethodsEcolEvol | #ornit…