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Philip Cerles's Projects

audio icon audio

simple audio I/O for pytorch

caffe icon caffe

Caffe: a fast open framework for deep learning.

ctcwordbeamsearch icon ctcwordbeamsearch

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

dcgan.torch icon dcgan.torch

A torch implementation of http://arxiv.org/abs/1511.06434

deep_sort icon deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

editdistance icon editdistance

Fast implementation of the edit distance(Levenshtein distance)

eesen icon eesen

The official repository of the Eesen project

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

exquisite-corpus icon exquisite-corpus

Put together a multilingual corpus from a variety of sources. Used for wordfreq and word embeddings.

kaldi icon kaldi

This is now the official location of the Kaldi project.

models icon models

Models and examples built with TensorFlow

neuraltalk2 icon neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

synthtext icon 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.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

text icon text

Data loaders and abstractions for text and NLP

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

visual-semantic-embedding icon visual-semantic-embedding

Implementation of the image-sentence embedding method described in "Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models"

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