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locchuong's Projects

color_recognition icon color_recognition

:art: Color recognition & classification & detection on webcam stream / on video / on single image using K-Nearest Neighbors (KNN) is trained with color histogram features by OpenCV.

compose icon compose

Define and run multi-container applications with Docker

craft icon craft

PyTorch Re-Implementation of CRAFT: Character Region Awareness for Text Detection

craft-pytorch icon craft-pytorch

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

cs224s icon cs224s

CS224S / LINGUIST285 - Spoken Language Processing

ctcdecoder icon ctcdecoder

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

ctcwordbeamsearch icon ctcwordbeamsearch

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

d3-cookbook icon d3-cookbook

Source code for "Data Visualization with D3 Cookbook"

dalle2-pytorch icon dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

db_text_minimal icon db_text_minimal

[WIP] A Pytorch implementation of DB-Text - Real-time Scene Text Detection with Differentiable Binarization

deepsolo icon deepsolo

The official repo for [CVPR'23] "DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting"

deskew icon deskew

Library used to deskew a scanned document

detectron2 icon detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

dinet icon dinet

The source code of "DINet: deformation inpainting network for realistic face visually dubbing on high resolution video."

dis icon dis

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

dmls-book icon dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

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