fastbook
articulated-animation
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| fastbook | articulated-animation | |
|---|---|---|
| 23 | 4 | |
| 20,711 | 1,183 | |
| 1.8% | 2.7% | |
| 2.6 | 3.7 | |
| 14 days ago | about 2 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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fastbook
- The fastai book, published as Jupyter Notebooks
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fast.ai Book in Rust - Chapter 2 - Part 1
This chapter focuses on defining the DataLoader classes and a Bing Image Search downloader that is provided with the fastai library. We're not going to implement a Bing downloader. That is too much work for something that could be a crate on its own. Please feel free to write such a crate, though, the world could use one.
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Fastai Chapter 4 - The important parts, Part 2: Building a regression model
The book is available online here The course is accessible here
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Need help trying to run Fastai notebooks on kaggle.
Fastai Lesson 2 notebook
- Fast.ai's Practical Deep Learning for Coders Has Been Updated
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How can i as 15 years old start learning machine learning, i watched some python courses on youtube but it covered the basics and I want to go more in depth. Are there any books, online courses, etc.. I cant really pay for anything so no paid courses. Thank you
I recently read the FastAI book from O'Reilly, which is also published as a series of notebooks on GitHub here. I personally liked it because it shows how to obtain a working model trained with modern techniques without delving too much in the low-level details.
- [D] Recommendation of books to achieve a deeper knowledge of the field
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I recently got a bit of money from my grandparents to get myself a present and I wanted to get a good Python book. Which book would you recommend?
I recommend fastai-fastbook. I just started myself though it’s a coupled with tools and a way of working that may help you including being and to create and publish python packages from a jupyter notebook using nbdev
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“Perceptron” paved the way for AI 60 years too soon (2019)
The fastai book actually makes a nice comparison between the systems described in PDP and modern deep learning.
> In fact, the approach laid out in PDP is very similar to the approach used in today's neural networks.
From: https://github.com/fastai/fastbook/blob/master/01_intro.ipyn...
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Starting a career as a Python developer
I’m a fan of fast book by fastai.
articulated-animation
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✨ Best Computer Vision Projects with Source Code 🚀
🔗 https://github.com/snap-research/articulated-animation
- Motion Representations for Articulated Animation (2021)
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[D] SOTA Image Animation from Video?
I saw a post possibly on here or /r/futurology a few days ago that showed some pretty amazing results for animating images using a driving video, like this from Snap Research. I didn't save the post and wanted to read the paper, but was also wondering if this is still an active research area or not. It felt like lots of work was being done a couple years ago but I haven't seen much lately.
- Code for Motion Representations for Articulated Animation
What are some alternatives?
fastai - The fastai deep learning library
first-order-model - This repository contains the source code for the paper First Order Motion Model for Image Animation
CLIP - CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
Thin-Plate-Spline-Motion-Model - [CVPR 2022] Thin-Plate Spline Motion Model for Image Animation.
Franklin.jl - (yet another) static site generator. Simple, customisable, fast, maths with KaTeX, code evaluation, optional pre-rendering, in Julia.
shap - A game theoretic approach to explain the output of any machine learning model.
car-damage-detection - Detectron2 for car damage detection using custom dataset
VRT - VRT: A Video Restoration Transformer (official repository)
Hands-On-Deep-Learning-Algorithms-with-Python - Hands-On Deep Learning Algorithms with Python, By Packt
RelTR - RelTR: Relation Transformer for Scene Graph Generation: https://arxiv.org/abs/2201.11460v2
models - Models and examples built with TensorFlow
JoJoGAN - Official PyTorch repo for JoJoGAN: One Shot Face Stylization