liben2018

Ben LI's repositories

annotated_deep_learning_paper_implementations

🧑‍🏫 59 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, ... 🧠

Language:Jupyter NotebookMIT000

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Language:PythonMIT010

mmdetection

Open MMLab Detection Toolbox and Benchmark

Language:PythonApache-2.0010

MT-Reading-List

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

Language:TeXBSD-3-Clause000

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch. https://huggingface.co/transformers

Language:PythonApache-2.0000

AttentionOCR

Scene text recognition

Language:Python010

awesome-sentence-embedding

A curated list of pretrained sentence and word embedding models

Language:PythonGPL-3.0010

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

Language:PythonApache-2.0010

bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

Language:PythonApache-2.0000

Cirq

A python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.

Language:PythonApache-2.0010

CRAFT-pytorch

Official implementation of Character Region Awareness for Text Detection (CRAFT)

Language:PythonMIT010

darknet

Windows and Linux version of Darknet Yolo v2 & v3 Neural Networks for object detection

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DB

A PyToch implementation of "Real-time Scene Text Detection with Differentiable Binarization".

Language:Python000

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods.

Language:Jupyter NotebookApache-2.0000

DeepLearning-500-questions

GPL-3.0010

detectron2-ResNeSt

A fork of Detectron2 with ResNeSt backbone

Language:PythonApache-2.0000

doccano

Open source text annotation tool for machine learning practitioner.

Language:PythonMIT000

donut

Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022

Language:PythonMIT000

gensim

Topic Modelling for Humans

Language:PythonLGPL-2.1010

labelImg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

Language:PythonMIT000

mmdeploy

OpenMMLab Model Deployment Framework

Language:PythonApache-2.0000

named_entity_recognition

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

Language:Python010

NLPGNN

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

Language:PythonMIT010

Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms.

Language:PythonMIT000

PyTorch_YOLOv3

Implementation of YOLOv3 in PyTorch

Language:PythonNOASSERTION000

sentence-transformers

Sentence Embeddings with BERT & XLNet

Language:PythonApache-2.0000

stable-diffusion

A latent text-to-image diffusion model

Language:Jupyter NotebookNOASSERTION000

TensorNetwork

A library for easy and efficient manipulation of tensor networks.

Language:PythonApache-2.0000

UnsupervisedMT

Phrase-Based & Neural Unsupervised Machine Translation

Language:PythonNOASSERTION010

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

Language:Jupyter NotebookGPL-3.0000