Dapeng's repositories

2D_detection

TensorFlow implementation of SqueezeDet, trained on the KITTI dataset.

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Activation-Visualization-Histogram

Compare SELUs (scaled exponential linear units) with other activations on MNIST, CIFAR10, etc.

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AirSim

Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research

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apollo

An open autonomous driving platform

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AutomotiveDrivingModels.jl

Driving simulation architecture for Julia

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awesome-computer-vision

A curated list of awesome computer vision resources

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awesome-deep-vision

A curated list of deep learning resources for computer vision

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CarND-Extended-Kalman-Filter-Project

Self-Driving Car Nanodegree Program Starter Code for the Extended Kalman Filter Project

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CarND-MPC-Quizzes

CarND MPC Quizzes

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cityscapesScripts

README and scripts for the Cityscapes Dataset

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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-machine-learning

Repository for SSY340 - Deep Machine Learning

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deeplearning4j

Deep Learning for Java, Scala & Clojure on Hadoop & Spark With GPUs - From Skymind

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enet-keras

A keras implementation of ENet (work in progress)

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gym

A toolkit for developing and comparing reinforcement learning algorithms.

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InfoGAIL

Source code for our paper, Inferring The Latent Structure of Human Decision-Making from Raw Visual Inputs

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models

Models built with TensorFlow

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multiagent-competition

Repository for competitive multi-agent environments

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Pillow

The friendly PIL fork (Python Imaging Library)

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pygta5

Explorations of Using Python to play Grand Theft Auto 5.

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segmentation

TensorFlow implementation of ENet, trained on the Cityscapes dataset.

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squeezeDet

A tensorflow implementation for SqueezeDet, a convolutional neural network for object detection.

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tensorflow-gpu-install-ubuntu-16.04

Tensorflow GPU install instructions for ubuntu 16.04

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UdacityTerm2

codeFromSelfDrivingCars

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yolo-9000

YOLO9000: Better, Faster, Stronger - Real-Time Object Detection. 9000 classes!

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YOLO_tensorflow

tensorflow implementation of 'YOLO : Real-Time Object Detection'

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