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Starred repositories
Stable Diffusion web UI
Using Low-rank adaptation to quickly fine-tune diffusion models.
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
Denoising Diffusion Probabilistic Models
A collection of resources and papers on Diffusion Models
A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.
TriMap: Large-scale Dimensionality Reduction Using Triplets
Full description can be found here: https://discuss.huggingface.co/t/pretrain-gpt-neo-for-open-source-github-copilot-model/7678?u=ncoop57
Keras implementation of ViT (Vision Transformer)
Over 200 figures and diagrams of the most popular deep learning architectures and layers FREE TO USE in your blog posts, slides, presentations, or papers.
LPIPS metric. pip install lpips
Introduction to mathematical writing for undergraduate students majoring in engineering
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
PyTorch code of my ICDAR 2021 paper Vision Transformer for Fast and Efficient Scene Text Recognition (ViTSTR)
Implementation of Edge-Preserving Multiscale Image Decomposition Based on Local Extrema
Some commonly-used image quality assessment algorithms.
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
Official code release for BOLD5000 Release 2.0
Official implementation of Character Region Awareness for Text Detection (CRAFT)
Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.
OCR system for recognizing modern Japanese magazines