vincentxu112's repositories
bayesgan
Tensorflow code for the Bayesian GAN (https://arxiv.org/abs/1705.09558) (NIPS 2017)
cnn_graph
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
deep-models
Implementation of a couple deep learning models using TensorFlow
DenseNet
Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).
DnCNN
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
fast-rcnn-train-another-dataset
train on another dataset
faster_rcnn
Faster R-CNN
FCN.tensorflow
Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)
feature-extraction
Computer vision feature extraction toolbox for image classification
image-classification-rnn
Classify MNIST image dataset into 10 classes. Build an image classifier with Recurrent Neural Network (RNN: LSTM) on Tensorflow.
Image_Classification_with_5_methods
Compared performance of KNN, SVM, BPNN, CNN, Transfer Learning (retrain on Inception v3) on image classification problem. CNN is implemented with TensorFlow
labelme
Image Annotation Tool with Python.
LightNet
Efficient, transparent deep learning in hundreds of lines of code.
mdCNN
3D Convolutional Neural Network (CNN) for volumetric inputs. Matlab framework supporting 2D and 3D kernels
mstar_deeplearning_project
Radar target classification, detection and recognition using deeplearning methods on MSTAR dataset
noisy_label
Code for the CVPR15 paper "Learning from Massive Noisy Labeled Data for Image Classification"
PixelDCN
Tensorflow Implementation of Pixel Deconvolutional Networks (PixelDCN and PixelDCL)
ResNet-Matconvnet
Train Deep Residual Network from Scratch or or Fine-tune Pre-trained Model using Matconvnet
tensorflow-image-classification
CNN for multi-class image recognition in tensorflow
TF-Tutorials
A collection of deep learning tutorials using Tensorflow and Python
tf_classification
Training, evaluation and testing code for image classification using TensorFlow
vision_networks
Repo about neural networks for images handling