Hacker News
- ImageNet-trained CNNs are biased towards texture (2019) https://openreview.net/forum?id=Bygh9j09KX 16 comments
- An ImageNet-like text classification task based on Reddit posts http://www.evolution.ai/blog/page/5/an-imagenet-like-text-classification-task-based-on-reddit-posts/ 15 comments
- Our datasets are flawed. ImageNet has an error rate of ~5.8% https://arxiv.org/abs/2103.14749 4 comments
- ImageNet contains naturally occurring Apple NeuralHash collisions https://blog.roboflow.com/nerualhash-collision/ 510 comments
- Training EfficientNets at Scale: 83% ImageNet Top-1 Accuracy in One Hour https://arxiv.org/abs/2011.00071 7 comments
- 600k Images Removed from ImageNet After Art Project Exposes Racist Bias https://hyperallergic.com/518822/600000-images-removed-from-ai-database-after-art-project-exposes-racist-bias/ 289 comments
- ImageNet Roulette https://imagenet-roulette.paglen.com/ 19 comments
- Training ResNet-50 on ImageNet in 35 Epochs Using Second-Order Optimization https://arxiv.org/abs/1811.12019 10 comments
- Now anyone can train Imagenet in 18 minutes http://www.fast.ai/2018/08/10/fastai-diu-imagenet/ 4 comments
- NLP's ImageNet Moment: From Shallow to Deep Pre-Training https://thegradient.pub/nlp-imagenet/ 42 comments
- Findings from the Imagenet and CIFAR10 competitions http://www.fast.ai/2018/04/30/dawnbench-fastai/ 17 comments
- Training ImageNet on a TPU in 12.5 Hours with GKE and RiseML https://blog.riseml.com/training-imagenet-on-a-tpu-in-12-5-hours-with-gke-and-riseml-d95b5969ab4f 2 comments
- The ImageNet dataset transformed AI research https://qz.com/1034972/the-data-that-changed-the-direction-of-ai-research-and-possibly-the-world/ 55 comments
- XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks http://arxiv.org/abs/1603.05279 17 comments
- ImageNet Large Scale Visual Recognition Competition http://image-net.org/challenges/LSVRC/2014/results 14 comments
Lobsters
- [D] What happened with the ImageNet Challenge https://www.newscientist.com/article/2127131-new-computer-vision-challenge-wants-to-teach-robots-to-see-in-3d/ 9 comments machinelearning
- [R] Stop Wasting My Time! Saving Days of ImageNet and BERT Training with Latest Weight Averaging https://arxiv.org/abs/2209.14981 10 comments machinelearning
- [D] How do people actually evaluate and report results on ImageNet in research papers? https://github.com/facebookresearch/moco/blob/78b69cafae80bc74cd1a89ac3fb365dc20d157d3/main_lincls.py#L293 3 comments machinelearning
- [R] Mega: Moving Average Equipped Gated Attention. By using LSTM-style gates, Mega outperforms Transformer and S4 over Long Range Area, NMT, ImageNet, Wikitext-103 and raw speech classification. https://arxiv.org/abs/2209.10655 14 comments machinelearning
- Imagenet Subset [Project] [Research] https://www.tensorflow.org/datasets/catalog/imagenet2012_subset 4 comments machinelearning
- [R] Scaled up CLIP-like model (~2B) shows 86% Zero-shot on Imagenet https://arxiv.org/abs/2205.01917 14 comments machinelearning
- [N] ImageNet: How a UK TV Cook ended up as 'slut' in an influential image database - Johannes Filter https://johannesfilter.com/imagenet-how-a-uk-tv-cook-ended-up-as-slut-in-an-influential-image-database/ 37 comments machinelearning
- [R] ResNet strikes back: An improved training procedure in timm. There has been significant progress on best practices for training neural nets since ResNet's introduction in 2015. With such advances, a vanilla ResNet-50 reaches 80.4% top-1 accuracy on ImageNet without extra data or distillation. https://arxiv.org/abs/2110.00476 45 comments machinelearning
- ImageNet contains naturally occurring NeuralHash collisions https://blog.roboflow.com/nerualhash-collision/ 5 comments technology
- ImageNet contains naturally occurring Apple NeuralHash collisions https://blog.roboflow.com/nerualhash-collision/ 70 comments apple
- ImageNet contains naturally occurring Apple NeuralHash collisions https://blog.roboflow.com/nerualhash-collision/ 375 comments programming
- ImageNet, an OKC-based company wants to keep employees' $1,200 stimulus payments https://www.thelostogle.com/2020/03/29/imagenet-consulating-stimulus-payment/ 34 comments nottheonion
- [N] ‘Biology’s ImageNet Moment’ – DeepMind Says Its AlphaFold Has Cracked a 50-Year-Old Biology Challenge https://deepmind.com/research/case-studies/alphafold 4 comments compsci
- Pan & zoom through all of ImageNet https://polygrid.com/demos/imageNet 3 comments deeplearning
- What's Next for ImageNet? https://paperswithcode.com/sota/image-classification-on-imagenet 3 comments artificial
- ImageNet, an OKC-based company wants to keep employees' $1,200 stimulus payments https://www.thelostogle.com/2020/03/29/imagenet-consulating-stimulus-payment/ 16 comments nottheonion
- ImageNet, an OKC-based company wants to keep employees' $1,200 stimulus payments https://www.thelostogle.com/2020/03/29/imagenet-consulating-stimulus-payment/ 44 comments worldnews
- Facebook Model Pretrained on Billions of Instagram Hashtags Achieves SOTA Results on Top-1 ImageNet - Medium https://medium.com/syncedreview/facebook-model-pretrained-on-billions-of-instagram-hashtags-achieves-sota-results-on-top-1-imagenet-ae8113bb3145 2 comments compsci
- Facebook Model Pretrained on Billions of Instagram Hashtags Achieves SOTA Results on Top-1 ImageNet - Medium https://medium.com/syncedreview/facebook-model-pretrained-on-billions-of-instagram-hashtags-achieves-sota-results-on-top-1-imagenet-ae8113bb3145 5 comments artificial
- Imagenet availability? http://image-net.org/index 3 comments computervision
- Downloaded 20 classes from ImageNet (~24000 pictures total). Is there any point in training a convnet from scratch with that amount of data? https://gist.github.com/fchollet/0f8eaa08f09e33e547431023d5955709 7 comments deeplearning
- Microsoft's paper on their image recognition pipeline that just won ImageNet 2015 http://www.wikitract.com/deep-residual-learning-for-image-recognition/ 4 comments programming
- Baidu banned from ImageNet LSVRC 2015 http://www.learnopencv.com/baidu-banned-from-ilsvrc-2015/ 4 comments computervision
- Baidu AI Supercomputer Minwa Beats Google, Microsoft, And Humans In Image Recognition: Baidu released the supercomputer onto ImageNet, a database that houses over 1 million images. The supercomputer then taught itself how to arrange the pictures into about 1,000 pre-defined categories. http://www.techtimes.com/articles/53270/20150516/baidu-ai-supercomputer-minwa-beats-google-microsoft-and-humans-in-image-recognition.htm 9 comments worldnews