zinzinhust96

zinzinhust96

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nd0821-c2-build-model-workflow-starter

Starter Code for the Course 2 project of the Udacity ML DevOps Nanodegree Program

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VIMER

视觉预训练基础模型仓库

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LiLT

Official PyTorch implementation of LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding (ACL 2022)

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MLOps

A project-based course on the foundations of MLOps with a focus on intuition and application.

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MoViNet-pytorch

MoViNets PyTorch implementation: Mobile Video Networks for Efficient Video Recognition;

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DB

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

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mmskeleton

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

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DeepLearning.AI-TensorFlow-Developer-Course

DeepLearning.AI TensorFlow Developer Professional Certificate -Coursera

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SRNet

A pytorch implementation of the SRNet architecture from the paper Editing text in the wild (Liang Wu et al.)

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PICK-pytorch

Code for the paper "PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks" (ICPR 2020)

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reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

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deep-text-recognition-benchmark

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

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PocketFlow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

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CenterNet

Object detection, 3D detection, and pose estimation using center point detection:

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SynthText

Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.

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deepspeech.pytorch

Speech Recognition using DeepSpeech2.

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