artbench
Papers-in-100-Lines-of-Code
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| artbench | Papers-in-100-Lines-of-Code | |
|---|---|---|
| 1 | 3 | |
| 214 | 577 | |
| - | - | |
| 10.0 | 7.0 | |
| over 1 year ago | 6 months ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | MIT License |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
artbench
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Public U. Art Club [ so far ✌️ ]
This example is a data set that's been created for training AI models on differentiating between different styles of art. But at the end of that data set an AI is no more capable of defining what impressionism is than it was before but it can produce new art that appears to be impressionist, surrealist, cubist, whatever based on the examples it's been given and the only reason they don't seem to be copies of any handful of paintings is because the AI has scanned and indexed 1,000 distinct paintings in that style. But a human brain can look at a handful of impressionist painting and intuit the commonalities that make "impressionism" a unique style.
Papers-in-100-Lines-of-Code
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How do I run this code from Papers in 100 lines of code?
I wanted to try the some code written by Maxime Vandegar https://github.com/MaximeVandegar/Papers-in-100-Lines-of-Code/tree/main/KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs
- [P] Implementation of research papers (GANs, VAEs, 3d reconstruction, ...) in 100 lines of PyTorch code
- [P] Papers-in-100-Lines-of-Code: Implementation of research papers (GANs, VAEs, Meta-learning, 3d reconstruction, ...) in 100 lines of PyTorch code.
What are some alternatives?
ALAE - [CVPR2020] Adversarial Latent Autoencoders
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
denoising-diffusion-pytorch - Implementation of Denoising Diffusion Probabilistic Model in Pytorch
taichi-ngp-renderer - An Instants-NGP renderer that has been implemented using Taichi
RAVE - Official implementation of the RAVE model: a Realtime Audio Variational autoEncoder
CelebV-HQ - [ECCV 2022] CelebV-HQ: A Large-Scale Video Facial Attributes Dataset
rtdl-num-embeddings - (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning
nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
MTR - The official implementation of the paper "Rethinking Data Augmentation for Tabular Data in Deep Learning"
pi-GAN-pytorch - Implementation of π-GAN, for 3d-aware image synthesis, in Pytorch
magic3d-pytorch - Implementation of Magic3D, Text to 3D content synthesis, in Pytorch
giraffe - This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"