Pinned Repositories
cnn-visualizer
Visualization of the filters of VGG16, via gradient ascent in input space.
Keras-CartoonGan
Keras implementation of CartoonGAN (CVPR 2018)
Kitti-road-semantic-segmentation
Implementation of semantic segmentation of FCN structure using kitti road dataset. I used a tensorflow and implemented a segmentation algorithm with a mean-iou score of 0.944.
retinanet-digit-detector
Implemented digit detector in natural scene. I used SVHN as the training set, and implemented it using keras-retinanet.
SVHN-deep-digit-detector
Deep-digit-detector (and recognizer) in natural scene. A digit detection framework was implemented using keras with tensorflow backend.
svhn-voc-annotation-format
This project provides the svhn dataset in PASCAL VOC Annotation Format and simple viewer tool to confirm annotation.
tf2-eager-yolo3
Yolo-v3 model was implemented with tf2 eager style. I also implemented the eager model's training function and applied it to other datasets (digit detector, vehicle detector).
Vehicle-Detection
I implemented Vehicle Detection and Tracking algorithm using HOG, SVM, and Kalman filter. This is Udacity Self-Driving CarND Term 1 Project 5: Video for vehicle detection and tracking.
Weakly-Supervised-Text-Detection
I implemented a detection algorithm with a classification data set that does not have annotation information for the bounding box. Based on resnet50 network, I implemented text detector using class activation mapping method.
Yolo-digit-detector
Implemented digit detector in natural scene using resnet50 and Yolo-v2. I used SVHN as the training set, and implemented it using tensorflow and keras.
penny4860's Repositories
penny4860/Yolo-digit-detector
Implemented digit detector in natural scene using resnet50 and Yolo-v2. I used SVHN as the training set, and implemented it using tensorflow and keras.
penny4860/SVHN-deep-digit-detector
Deep-digit-detector (and recognizer) in natural scene. A digit detection framework was implemented using keras with tensorflow backend.
penny4860/tf2-eager-yolo3
Yolo-v3 model was implemented with tf2 eager style. I also implemented the eager model's training function and applied it to other datasets (digit detector, vehicle detector).
penny4860/Weakly-Supervised-Text-Detection
I implemented a detection algorithm with a classification data set that does not have annotation information for the bounding box. Based on resnet50 network, I implemented text detector using class activation mapping method.
penny4860/Kitti-road-semantic-segmentation
Implementation of semantic segmentation of FCN structure using kitti road dataset. I used a tensorflow and implemented a segmentation algorithm with a mean-iou score of 0.944.
penny4860/retinanet-digit-detector
Implemented digit detector in natural scene. I used SVHN as the training set, and implemented it using keras-retinanet.
penny4860/Keras-CartoonGan
Keras implementation of CartoonGAN (CVPR 2018)
penny4860/cnn-visualizer
Visualization of the filters of VGG16, via gradient ascent in input space.
penny4860/keras-adain-style-transfer
keras implementation of "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization"
penny4860/android-style-transfer
Android application source code of Arbitrary Style Transfer using Tensorflow Mobile.
penny4860/efficientnet-cam
penny4860/android-fundamentals-apps-v2
penny4860/Android-Practice
penny4860/build-tflite-models
penny4860/cnn-backbone
penny4860/djangostudy
penny4860/javascript-jquery
penny4860/jquery-select-areas
jQuery pluggin for selecting an extensible area in a picture
penny4860/js-examples
penny4860/keras
Deep Learning for humans
penny4860/myapp
penny4860/penny4860
penny4860/react-movie-app-course
penny4860/study-note
penny4860/tfjs-mobilenet
penny4860/tfjs-style-transfer
penny4860/Udacity-SDC-Nanadegree
penny4860/vanilla-js-course
penny4860/web
penny4860/webapp