Lin Dong (donglinjy)

donglinjy

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IBM

Lin Dong's repositories

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference

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advisor

Open-source implementation of Google Vizier for hyper parameters tuning

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ai-chatbot-framework

A python chatbot framework with Natural Language Understanding and Artificial Intelligence.

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chinese-ocr

运用tensorflow实现自然场景文字检测,keras/pytorch实现crnn+ctc实现不定长中文OCR识别

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orion

Asynchronous Distributed Hyperparameter Optimization.

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pipeline

A K8s-native Pipeline resource.

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realworld

"The mother of all demo apps" — Exemplary fullstack Medium.com clone powered by React, Angular, Node, Django, and many more 🏅

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cnn_lstm_ctc_ocr

Tensorflow-based CNN+LSTM trained with CTC-loss for OCR

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darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

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Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

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DeepLearningFlappyBird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

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Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

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DRL-FlappyBird

Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)

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external-storage

[EOL] External storage plugins, provisioners, and helper libraries

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FlapPyBird

A Flappy Bird Clone using python-pygame

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HPOBench

Collection of hyperparameter optimization benchmark problems

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k8s-controller-core-resource

Base sample for a custom controller in Kubernetes working with core resources

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Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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OpenAPI-Specification

The OpenAPI Specification Repository

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orion.algo.hyperband

Orion plugin of Hyperband algorithm

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orion.algo.skopt

Wrapper for scikit-optimize bayesian optimization

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PyTorch-Tutorial

Build your neural network easy and fast

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Spoon-Knife

This repo is for demonstration purposes only.

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SUTDAnnotator

YEDDA: A Lightweight Collaborative Text Span Annotation Tool

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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.

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Tensorflow-Tutorial

Tensorflow tutorial from basic to hard

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text-detection-ctpn

text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network

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text_classification

all kinds of text classificaiton models and more with deep learning

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Tools-to-Design-or-Visualize-Architecture-of-Neural-Network

Tools to Design or Visualize Architecture of Neural Network

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