2022
- Key word :- SSIP approved, Image Enhancement
- Color Normalization
- Nuclie Segmentation
2021
Duplicate Object Detection
- Key word :- CNN, SegNet, UNET
- We developed a deep learning architecture based on SegNet and autoencoder to extract object features from the video frames and find perform inter-frame matching of objects to detect the redundancy in the subsequent frames.
Fake News Detection System
Forks:
Stars:
- Key word :- CNN, RNN, NLP
- Using NLP(Stemmed, Word2Vec) converted Text to the vector
- Extract feature using the CNN
- To find pattern and train used RNN
GRAS Stemmer for Gujarati Language
Forks:
Stars:
- Keyword:- From Scratch, NLP
- GRAS stemmer comes under the statistical stemmer.
- Got more MAP score than Non stemmed, for Gujarati Language.
Forks:
Stars:
- Keyword:- Helping Hand, cowin
- Give alert to the user when vaccine is availabel in their provided region.
- In association with Puriben Foundation
2020
Acceleration in Feature Selection Process
Forks:
Stars:
- Keyword:- CUDA
- By use of Kmens and CUDA programming, boosted kmeans feature selection process 100 times fast, accuracy still remain same.
Other
Detection & Classification of Diabetic Retinopathy
Forks:
Stars:
- Keyword:- Medical Image Processing, CNN
- Detected 5 stage of diabetic retinopathy.
- Train model on Param-shavak Super Computer
- In collabration with C-DAC, Pune
