정준섭(Joonsup Jeong)'s repositories
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.
SVHN-deep-digit-detector
Deep-digit-detector (and recognizer) in natural scene. A digit detection framework was implemented using keras with tensorflow backend.
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).
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.
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.
Keras-CartoonGan
Keras implementation of CartoonGAN (CVPR 2018)
cnn-visualizer
Visualization of the filters of VGG16, via gradient ascent in input space.
keras-adain-style-transfer
keras implementation of "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization"
android-style-transfer
Android application source code of Arbitrary Style Transfer using Tensorflow Mobile.
jquery-select-areas
jQuery pluggin for selecting an extensible area in a picture