JK Jung (@jkjung-avt)
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jkjung-avt

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Top repositories

1

tensorrt_demos

TensorRT MODNet, YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet
Python
1,735
star
2

jetson_nano

This repository is a collection of scripts/programs I use to set up the software development environment on my Jetson Nano, TX2, and Xavier NX.
Shell
291
star
3

hand-detection-tutorial

A tutorial on how to train a hand detector with TensorFlow Object Detection API
Python
190
star
4

yolov4_crowdhuman

A tutorial on training a DarkNet YOLOv4 model for the CrowdHuman dataset
Jupyter Notebook
138
star
5

keras-cats-dogs-tutorial

A practical example of image classifier with Keras 2.x and TensorFlow backend, using the Kaggle Cats vs. Dogs dataset. By taking advantage of Keras' image data augmentation capabilities (and also random cropping), we were able to achieve 99% accuracy on the trained model with only 2,000 images in the training set.
Jupyter Notebook
82
star
6

keras_imagenet

Code for training Keras ImageNet (ILSVRC2012) image classification models from scratch
Python
71
star
7

dqn-tx1-for-nintendo

My attempt to run DQN on Jetson TX1, which learns how to play Nintendo Famicom Mini games through reinforcement learning directly.
Lua
15
star
8

jkjung-avt.github.io

My blog posts
Shell
7
star
9

dataset-tools

A collection of tools/scripts I use to process deep learning datasets
Jupyter Notebook
3
star
10

caffe_merge_batchnorm

My repository for testing how to merge/remove BatchNorm and Scale layers in trained caffe models
Python
3
star
11

DeepLens_Notifier

An AWS DeepLens agent which sends a LINE notifier to me when it detects an event
Python
2
star
12

dockerfiles

Dockerfile
1
star