#objectnet search results

Steffen Schneider

Jul 17, 2020

Finally, what about more complex/“natural” domain shifts? We re-evaluate a ResNet-50 on #ObjectNet and find that our simple method does not improve results much in this case, motivating use of more involved unsupervised DA methods during robustness evaluation in future work 10/N

stes_io's tweet image. Finally, what about more complex/“natural” domain shifts? We re-evaluate a ResNet-50 on #ObjectNet and find that our simple method does not improve results much in this case, motivating use of more involved unsupervised DA methods during robustness evaluation in future work

10/N

Techfest, IIT Bombay

@Techfest_IITB

Dec 11, 2019

#MachineLearning aims at making computers identify images of 3D objects like humans do. #ObjectNet by @MIT aims at achieving this through a dataset of training and testing images of objects in different orientations and surroundings. Read more on :bit.ly/38s8Vml

Techfest_IITB's tweet image. #MachineLearning aims at making computers identify images of 3D objects like humans do.
#ObjectNet by @MIT aims at achieving this through a dataset of training and testing images of objects in different orientations and surroundings.
Read more on :bit.ly/38s8Vml

Wolfgang M. Pernice

@joungMax

Jun 27, 2023

But one of the hardest tasks in #OOD #generalization is defining rigorous test-sets. That's esp. true for natural images since nuisances are hard to define. #ObjectNet set the gold standard. The NICO dataset comes with rich context labels & could help: arxiv.org/abs/2204.08040

joungMax's tweet image. But one of the hardest tasks in #OOD #generalization is defining rigorous test-sets. That's esp. true for natural images since nuisances are hard to define. #ObjectNet set the gold standard. The NICO dataset comes with rich context labels &amp; could help: arxiv.org/abs/2204.08040

Web Strategist

@RobertHoeijmak1

Oct 8, 2020

Eager to check out #objectnet. That is the messy world dataset for images and objects. #computervision #imagenet #ai #wordnet objectnet.dev

RobertHoeijmak1's tweet image. Eager to check out #objectnet. That is the messy world dataset for images and objects. #computervision #imagenet #ai #wordnet objectnet.dev

Armin Furtwaengler

@0c959fa2c845485

Dec 11, 2019

ObjectNet, a dataset compiled by MIT and IBM, demonstrates that there are - still - significant challenges and shortcomings related to "object detection / identification" by AI ... #ai #artificialintelligence #ObjectNet #objectrec…lnkd.in/djQ37bQ lnkd.in/dYCq78d

Usman Sattar

@UsmanSattarMD

Dec 11, 2019

This @MIT_CSAIL object-recognition #dataset stumped the world’s best #ComputerVision models When leading object-detection models were tested on #ObjectNet, their accuracy rates fell from a high of 97% on #ImageNet to just 50-55% @GaryMarcus #DeepLearning news.mit.edu/2019/object-re…