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fireae's Projects

torch-light icon torch-light

Deep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.

torch-pruning icon torch-pruning

A pytorch pruning toolkit for structured neural network pruning and layer dependency maintaining.

torchlm icon torchlm

💎A high level pipeline for face landmarks detection, supports training, evaluating, exporting, inference and 100+ data augmentations, compatible with torchvision and albumentations, can easily install with pip.

total-text-dataset icon total-text-dataset

Total Text Dataset - ICDAR 2017. It consists of 1555 images with more than 3 different text orientations: Horizontal, Multi-Oriented, and Curved, one of a kind.

towhee icon towhee

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

transducer icon transducer

A Fast Sequence Transducer Implementation with PyTorch Bindings

transformer_str icon transformer_str

PyTorch implementation of my new method for Scene Text Recognition (STR) based on Transformer,Equipped with Transformer, this method outperforms the best model of the aforementioned deep-text-recognition-benchmark by 7.6% on CUTE80.

transunet icon transunet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

treedecoder icon treedecoder

A Tree-Structured Decoder for Image-to-Markup Generation

tts icon tts

Deep learning for Text2Speech

tts-1 icon tts-1

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

tts-cube icon tts-cube

End-2-end speech synthesis with recurrent neural networks

ttskit icon ttskit

text to speech toolkit. 好用的中文语音合成工具箱,包含语音编码器、语音合成器、声码器和可视化模块。

turbotransformers icon turbotransformers

a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

uie icon uie

Unified Structure Generation for Universal Information Extraction

ultimatelabeling icon ultimatelabeling

A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker

umaru icon umaru

An OCR-system based on torch using the technique of LSTM/GRU-RNN, CTC and referred to the works of rnnlib and clstm.

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