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creatorcen's Projects

easyocr icon easyocr

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

efficient-segmentation-networks icon efficient-segmentation-networks

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

evolution icon evolution

:monkey: Evolution-ary Reinforcement Learning

evolution-strategies icon evolution-strategies

Distributed Tensorflow Implementation of Evolution Strategies as a Scalable Alternative to Reinforcement Learning (ES)

evolution-strategies-exploration icon evolution-strategies-exploration

Contains implementation of: Tim Salimans Et al. “Evolution Strategies as a Scalable Alternative to Reinforcement Learning”. Arxiv.org. https://arxiv.org/pdf/1703.03864.pdf.

examples icon examples

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

fairscale icon fairscale

PyTorch extensions for high performance and large scale training.

frda icon frda

Face reconstruction and dense alignment

gaft icon gaft

A Genetic Algorithm Framework in Python

ganhacks icon ganhacks

starter from "How to Train a GAN?" at NIPS2016

ganomaly icon ganomaly

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

gans-in-action icon gans-in-action

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

genetic-cnn icon genetic-cnn

CNN architecture exploration using Genetic Algorithm

global_path_planning_for_usv icon global_path_planning_for_usv

This repository uses the S-57 electronic chart to build the octree grid environment model, and proposes an improved A* algorithm based on sailing safety weight, pilot quantity and path curve smoothing to ensure the safety of the route, reduce the planning time, and improve path smoothness.

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

hsn_v1 icon hsn_v1

HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images (ICCV 2019)

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