Papers-in-100-Lines-of-Code
giraffe
| Papers-in-100-Lines-of-Code | giraffe | |
|---|---|---|
| 3 | 3 | |
| 582 | 1,229 | |
| - | 0.5% | |
| 5.4 | 1.8 | |
| 3 days ago | about 2 years ago | |
| Python | Python | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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.
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.
giraffe
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[D] CVPR 2021 Best Paper (GIRAFFE) explained: Representing Scenes as Compositional Generative Neural Feature Fields by Michael Niemeyer et al.
[Full Explanation Post] [Arxiv] [Code]
- CVPR 2021 Best Paper Award: GIRAFFE - Controllable Image Generation - How to train the network from scratch with a custom Dataset?
- CVPR 2021 Best Paper Award: GIRAFFE - Controllable Image Generation
What are some alternatives?
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
PET-NeuS - PET-NeuS: Positional Encoding Tri-Planes for Neural Surfaces (CVPR 2023)
taichi-ngp-renderer - An Instants-NGP renderer that has been implemented using Taichi
AvatarCLIP - [SIGGRAPH 2022 Journal Track] AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars
CelebV-HQ - [ECCV 2022] CelebV-HQ: A Large-Scale Video Facial Attributes Dataset
ALAE - [CVPR2020] Adversarial Latent Autoencoders
rtdl-num-embeddings - (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning
pi-GAN-pytorch - Implementation of π-GAN, for 3d-aware image synthesis, in Pytorch
nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
SDV - Synthetic data generation for tabular data
artbench - Benchmarking Generative Models with Artworks
CIPS-3D - 3D-aware GANs based on NeRF (arXiv).