RoshanRane
PhD in medical imaging and deep learning research, Charité, Berlin | M.Sc. in deep learning & computer vision, Universität Potsdam | B.E. EC, Bangalore |
@ritterlab Berlin
Pinned Repositories
active_vision_prednet
3 research questions shall be tackled in this project -
bih-cluster
BIH Cluster Wiki
Deep-learning-with-Pytorch-and-FashionMNIST
Demonstration of training and developing CNNs using Pytorch for Fashion-MNIST dataset
Deviance_explained
Deviance explained metric implemented in python
ML_for_IMAGEN
PredNet-and-Predictive-Coding-A-Critical-Review
Performing video classificaiton by using the predictive processing architecture. The model is trained in a self-supervised manner to predict the next frames in videos along with the supervised video action classification task.
roshanrane.github.io
RST-parser
End-to-end automatic RST parser using neural networks. This team-project is developed as part of the Masters course ANLP at the University of Potsdam.
segmentation-moving-MNIST
The Moving-MNIST video dataset reformulated for the task of semantic segmentation.
toybrains
Create a synthetic dataset with toy images of brain MRI slice (2D). Can be used to control for
RoshanRane's Repositories
RoshanRane/ML_for_IMAGEN
RoshanRane/PredNet-and-Predictive-Coding-A-Critical-Review
Performing video classificaiton by using the predictive processing architecture. The model is trained in a self-supervised manner to predict the next frames in videos along with the supervised video action classification task.
RoshanRane/segmentation-moving-MNIST
The Moving-MNIST video dataset reformulated for the task of semantic segmentation.
RoshanRane/active_vision_prednet
3 research questions shall be tackled in this project -
RoshanRane/toybrains
Create a synthetic dataset with toy images of brain MRI slice (2D). Can be used to control for
RoshanRane/bih-cluster
BIH Cluster Wiki
RoshanRane/Deep-learning-with-Pytorch-and-FashionMNIST
Demonstration of training and developing CNNs using Pytorch for Fashion-MNIST dataset
RoshanRane/Deviance_explained
Deviance explained metric implemented in python
RoshanRane/roshanrane.github.io
RoshanRane/RST-parser
End-to-end automatic RST parser using neural networks. This team-project is developed as part of the Masters course ANLP at the University of Potsdam.
RoshanRane/tinyYOLO-on-RaspberryPi
A tinyYOLO model implementation with tensorflow to be deployed on a RaspberryPi. The model is trained to detect vehicles in a real-time video captured by the camera mounted on the Raspberry Pi