zinzinhust96's repositories
nd0821-c2-build-model-workflow-starter
Starter Code for the Course 2 project of the Udacity ML DevOps Nanodegree Program
VIMER
视觉预训练基础模型仓库
LiLT
Official PyTorch implementation of LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding (ACL 2022)
MLOps
A project-based course on the foundations of MLOps with a focus on intuition and application.
MoViNet-pytorch
MoViNets PyTorch implementation: Mobile Video Networks for Efficient Video Recognition;
DB
A PyToch implementation of "Real-time Scene Text Detection with Differentiable Binarization".
mmskeleton
A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.
DeepLearning.AI-TensorFlow-Developer-Course
DeepLearning.AI TensorFlow Developer Professional Certificate -Coursera
SRNet
A pytorch implementation of the SRNet architecture from the paper Editing text in the wild (Liang Wu et al.)
PICK-pytorch
Code for the paper "PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks" (ICPR 2020)
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
deep-text-recognition-benchmark
Text recognition (optical character recognition) with deep learning methods.
PocketFlow
An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
CenterNet
Object detection, 3D detection, and pose estimation using center point detection:
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.
deepspeech.pytorch
Speech Recognition using DeepSpeech2.