Pinned Repositories
Assignment_Personal
Chat-client-packet-simulation
* Packet simulation using python * Chat client based on a server-peer architecture. Used java's socket API for networking and swing library for user interfaces
Classifiaction-of-land-cover-for-hyperspectral-imaging
Classification-model-with-CNNGlobalMaxPool
As per my dataset which was less , I have 5 different classes with ~340 examples per class. I have tried different approaches including Bi-Lstm which gives me poor results. Therefore here my architecture comprises word embeddings followed by a CNN layer with a global max pool layer followed by a dense layer. This architectures outperforms most of the architectures I have tried according to my choice of dataset.
cnn-image-classification
Convolutional Neural Networks (CNNs) for Image Classification
Deployment-of-flask-api-using-supervisor-and-gunicorn
Multi-Label-Text-Classification
ner
NER(BiLstm using char embeddings)
POS-Tagger
A part of speech tagger for sentences using a neutral network built using keras library and trained on the brown corpus.
Sanjana1308.github.io
Sanjana1308's Repositories
Sanjana1308/Assignment_Personal
Sanjana1308/Chat-client-packet-simulation
* Packet simulation using python * Chat client based on a server-peer architecture. Used java's socket API for networking and swing library for user interfaces
Sanjana1308/Classifiaction-of-land-cover-for-hyperspectral-imaging
Sanjana1308/Classification-model-with-CNNGlobalMaxPool
As per my dataset which was less , I have 5 different classes with ~340 examples per class. I have tried different approaches including Bi-Lstm which gives me poor results. Therefore here my architecture comprises word embeddings followed by a CNN layer with a global max pool layer followed by a dense layer. This architectures outperforms most of the architectures I have tried according to my choice of dataset.
Sanjana1308/cnn-image-classification
Convolutional Neural Networks (CNNs) for Image Classification
Sanjana1308/Deployment-of-flask-api-using-supervisor-and-gunicorn
Sanjana1308/Multi-Label-Text-Classification
Sanjana1308/ner
NER(BiLstm using char embeddings)
Sanjana1308/POS-Tagger
A part of speech tagger for sentences using a neutral network built using keras library and trained on the brown corpus.
Sanjana1308/Sanjana1308.github.io
Sanjana1308/Stamp-Extraction-From-Docx-files
Extracting a specific stamp if present in the document
Sanjana1308/WikiEduDashboard
Wiki Education Foundation's Wikipedia course dashboard system