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About (Important) (Resnet 50 Paper) Howard Et Al 2020 Fastai A Layered API For Deep Learning
This document summarizes the fastai deep learning library. It has the following key points: 1. Fastai is a deep learning library that aims to be both easy to use for quick application of pre-existing methods as well as customizable for researchers to build new approaches. 2. It uses a layered architecture with high, mid, and low-level APIs to achieve this balance of usability and flexibility. The high-level API provides ready-to-use functions for common domains like vision and text. 3. An example shows how fastai can fine-tune an ImageNet model on a pet image dataset with just 4 lines of code, achieving state-of-the-art accuracy quickly.
Detailed Information
| Author: | ['NelsonNwauche'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 27 |
| Language: | English |
| Format: | |
| Price: | FREE |
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