Deep_Learning Programming Tasks (OVGU)

OVGU Class URL - https://ovgu-ailab.github.io/idl2021/

Contributors (Assignment Team)

• Venkata Srinath Mannam
• Meghana Rao
• Govind Shukla

Details

• Completing the tasks are mandatory as part of the course completion.
• 80% of the programs should be solved and submitted in order to participate the course exam (Furthe details can be found in the above mentioned url).
• All the code is developed in google colab.
• All the tasks are written in Python with TensorFlow, Keras framework.
• Each assignment is there in the respected folder

Assignments

#No	Name	Submission_Details
1	Multi-Layered-Perceptrons(MLP)	View
2	MLP with TensorBoard	View
3	Convolutional-Neural-Nets(CNN's)	View
4	DenseNets, Inception, ResNets	View
5	RNN - IMDB sentiment classification	View
6	RNN - Advanced - IMDB sentiment classification	View
7	Neural Machine Translation (NMT)	View
8	Word2Vec	View
9	AutoEncoders	View
10	Adversarial Examples	View