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chentingpc authored Mar 5, 2023
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# Pix2Seq codebase: task-centric, multi-tasks with generative modeling
# Pix2Seq codebase: multi-tasks with generative modeling

This is the official implementation of Pix2Seq in Tensorflow 2 with efficient TPUs/GPUs support as well as interactive debugging similar to Pytorch.
The original Pix2Seq code aims to be a general framework that turns RGB pixels into semantically meaningful sequences. We later extend it to be a generic codebase, with task-centric organization that supports different tasks as well as their combination, using generative modeling (both autoregressive and diffusion models, see below).
This is the official implementation of Pix2Seq in Tensorflow 2 with efficient TPUs/GPUs support.
**The original Pix2Seq code aims to be a general framework that turns RGB pixels into semantically meaningful sequences**. We now extend it to be a generic codebase, with task-centric organization that supports different tasks as well as their combination, using generative modeling (**both autoregressive and diffusion models**, see below).

<div align="center">
<img width="95%" alt="Pix2Seq Illustration" src="pix2seq.gif">
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