Machine Learning

[N] Diffusion Models Live Event

​ https://preview.redd.it/p7hlm9i3i42a1.png?width=1632&format=png&auto=webp&s=3ca84b1e45b077e3c4ff38506635a1f01463a14a Hi there, it's Lewis here from Hugging Face ๐Ÿ‘‹ Our diffusion models class with Jonathan Whitaker kicks-off next week, and to celebrate we're hosting a live event of talks and discussion with the creators of Stable Diffusion and folks from Stability AI, Meta, and Lambda Labs ๐Ÿงจ! If you'd like to take part, …

[Project] Background removal tool based on our recent work "Revisiting Image Pyramid Structure for High Resolution Salient Object Detection"

We made a background removal tool named as transparent-background based on our recent work "Revisiting Image Pyramid Structure for High Resolution Salient Object Detection (InSPyReNet)" which will be published in ACCV 2022. For better performance, we trained our model on various salient object detection datasets which are publicly available. We think our tool actually works …

[D] Differentiate between same background negative and positive image

I'm building a binary classifier that is going to classify whether there are insects present in the image or not. Negative images can be of any object(e.g. bike, car, plant, simple white image, etc) but positive images have insects on a white sheet/background(refer to example image for reference). ​ https://preview.redd.it/7knopbijjb1a1.png?width=300&format=png&auto=webp&s=1cb74d603aa4be5e2a7d8b8ffb6dc6ba59a6dd09 Now the classifier is able …

[R] RWKV-4 7B release: an attention-free RNN language model matching GPT-J performance (14B training in progress)

Hi everyone. I have finished training RWKV-4 7B (an attention-free RNN LLM) and it can match GPT-J (6B params) performance. Maybe RNN is already all you need ๐Ÿ™‚ https://preview.redd.it/71cce2y75j0a1.png?width=1336&format=png&auto=webp&s=5af76abc4f42fd63f0194ee93f78db01c1b21d97 Previous discussion: https://www.reddit.com/r/MachineLearning/comments/xfup9f/r_rwkv4_scaling_rnn_to_7b_params_and_beyond_with/ RWKV has both RNN & GPT mode. The RNN mode is great for inference. The GPT mode is great for training. Both modes …