Pinned Repositories
3D-HyperGAMO
cDCP
A Matlab implementation of the paper "A Complete Dual-Cross Pattern for Unconstrained Texture Classification"
Classification-of-Hyperspectral-Image
Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network
Fractal-Ubsp
Fractal Image Compression Using Upper Bound on Scaling Parameter
FuSENet
A keras based implementation of FuSENet as in paper "Fused Squeeze-and-Excitation Network for Spectral-Spatial Hyperspectral Image Classification"
G2C-Conv3D-HSI
PyTorch implementation of the paper - Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution
JetTexton
A Matlab implementation of the paper "Unconstrained Texture Classification Using Efficient Jet Texton Learning".
LDZP
A Matlab implementation of the paper "Local Directional ZigZag Pattern: A Rotation Invariant Descriptor for Texture Classification"
LiSHT
This is a Keras implementation of the paper "LiSHT: Non-Parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks" - https://arxiv.org/abs/1901.05894
S3EResBoF
A keras based implementation of S3EResBoF in IEEE TGRS paper "Lightweight Spectral-Spatial Squeeze-and-Excitation Residual Bag-of-Features Learning for Hyperspectral Classification"
swalpa's Repositories
swalpa/Classification-of-Hyperspectral-Image
Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network
swalpa/awesome-knowledge-distillation
Awesome Knowledge Distillation
swalpa/awesome-matlab
A curated list of awesome Matlab frameworks, libraries and software.
swalpa/biovec
A new approach for representing biological sequences
swalpa/conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
swalpa/coursera-Deep-Learning-Specialization
This course is created by deeplearning.ai. Master Deep Learning, and Break into AI
swalpa/cs231n
Convolutional Neural Networks Assignments
swalpa/CS231n-1
my assignment solutions for CS231n Convolutional Neural Networks for Visual Recognition
swalpa/CS231n-2
Working through CS231n: Convolutional Neural Networks for Visual Recognition
swalpa/CS4780
swalpa/DCEC
swalpa/deep-learning-book
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
swalpa/DeepLearnToolbox
Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.
swalpa/Fine_Tune_Analyze_Neural_Net
Fine-tune and analyze a deep neural network for visual recognition (AlexNet) with TensorFlow
swalpa/hello_tensorflow
A beginner tutorial on TensorFlow, the Machine Learning Library from Google.
swalpa/image
An Image toolbox for Torch.
swalpa/Keras-Transfer-Learning-Tutorial
Workshop on using transfer learning for image classification tasks. Presented at DO!Hack 2017
swalpa/keras_image_classifier
keras image classifer
swalpa/knowledge-distillation-keras
A machine learning experiment
swalpa/latex-resources
Collection of LaTeX resources and examples.
swalpa/machineLearning
supervised and unsupervised algorithms from Andrew Ng's machine learning class
swalpa/MNIST-multitask
6️⃣Reproduce ICLR2018 under-reviewed paper "MULTI-TASK LEARNING ON MNIST IMAGE DATASETS"
swalpa/nn
swalpa/pixelCNN
Theano reimplementation of pixelCNN architecture
swalpa/S3RC
swalpa/stanford_dl_ex
Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial
swalpa/tf_classification
Training, evaluation and testing code for image classification using TensorFlow
swalpa/tutorials
A series of machine learning tutorials for Torch7
swalpa/twitter_sentiment_analysis_word2vec_convnet
Twitter Sentiment Analysis with Gensim Word2Vec and Keras Convolutional Network
swalpa/zsl-deep-learning
Zero-shot learning experiments by deep learning.