githubharald/HTRPipeline

Stars
78
Rank 399,338 (Top 9 %)
Language
Python
Created about 1 year ago
Updated 10 months ago

githubharald/HTRPipeline

githubharald

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Detect and read handwritten words on scanned pages.

SimpleHTR

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

CTCDecoder

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

CTCWordBeamSearch

Connectionist Temporal Classification (CTC) decoder with dictionary and language model.

WordDetector

Detect handwritten words (classic image processing based method).

DeslantImg

The deslanting algorithm sets text upright in images. Python, C++ and OpenCL implementations provided.

WordDetectorNN

Detect handwritten words (neural network based).

analyze_ada_hessian

Analyze AdaHessian optimizer on 2D functions.

GPUImageProcessingArticle

ParticleSystem

A simple particle system implemented with Python and OpenCL.

fast_inv_sqrt

Fast approximation of the inverse square root 1/√(x).

quasi_cauchy_optimizer

Implementation of the quasi Cauchy optimizer, an optimization method from the quasi Newton family. It uses a diagonal approximation of the Hessian and therefore has a small memory footprint.