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transformers

huggingface / transformers

Star 68.1k
Open

Add depth estimation pipeline

5
NielsRogge
NielsRogge commented Aug 3, 2022

Feature request

We currently have 2 monocular depth estimation models in the library, namely DPT and GLPN.

It would be great to have a pipeline for this task, with the following API:

from transformers import pipeline

pipe = pipeline("depth-estimation")
pipe("ca
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annotated_deep_learning_paper_implementations

labmlai / annotated_deep_learning_paper_implementations

Sponsor
Star 11.1k

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

machine-learning reinforcement-learning deep-learning transformers pytorch transformer gan neural-networks deep-learning-tutorial optimizers
  • Updated Aug 10, 2022
  • Jupyter Notebook

PaddlePaddle / PaddleSeg

Star 5.2k

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

transformer image-segmentation autonomous-driving lane-detection semantic-segmentation video-segmentation image-matting medical-image-segmentation interactive-segmentation panoptic-segmentation human-segmentation
  • Updated Aug 10, 2022
  • Python
PaddleNLP

PaddlePaddle / PaddleNLP

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Open

在 Machine Translation 例子中，缺失 数据准备 这一步的教程。

1
gpengzhi
gpengzhi commented Jul 6, 2022

https://github.com/PaddlePaddle/PaddleNLP/tree/develop/examples/machine_translation/transformer
在我们的基于 Transformer 的 Machine Translation 例子中，数据准备这一步奏仅提供了一个预处理好的 WMT14 en-de 数据，并没有告诉读者该怎么处理数据，每一步应该怎么做，可否像 fairseq (https://github.com/facebookresearch/fairseq/tree/main/examples/translation) 一样，将每一个步奏都提供出来。

另外，我们的PaddleNLP数据处理看起来和代码高度耦合。意思就是我每想用新的机器翻译数据训练模型，我需要在PaddleNLP里先写一些支持该数据的新的代码。这从用户的视角看并不是

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codertimo / BERT-pytorch

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PaddlePaddle / PaddleSpeech

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open-mmlab / mmsegmentation

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Open

Roadmap of MMSegmentation

42
hellock
hellock commented Jul 13, 2020

We keep this issue open to collect feature requests from users and hear your voice. Our monthly release plan is also available here.

You can either:

  1. Suggest a new feature by leaving a comment.
  2. Vote for a feature request with 👍 or be against with 👎. (Remember that developers are busy and cannot respond to all feature requests, so vote for your most favorable one!)
  3. Tell us that you wo
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timeseriesAI / tsai

Star 2.3k

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

python machine-learning timeseries deep-learning time-series regression cnn pytorch rocket transformer forecasting classification rnn sequential fastai time-series-analysis time-series-classification self-supervised state-of-the-art inceptiontime
  • Updated Jul 6, 2022
  • Jupyter Notebook

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