All posts
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Learning through Recreational research
Recreating AlexNet from scratch in (old) Keras and understanding the math behind convolutions and pooling.
- Working with Less Data - Image classification with very few images.
- Using Kaggle's Dogs v/s Cats to advocate the use of data augmentation and pseudo-labeling on pretty much any image classification tasks.
- Kaggle - Dog Breed Classification
- My 527th ranked submission to the dog breed classification problem and the lessons learnt.
- Analyzing flags of the world
- What would the combined flag of the world look like?
- Language Identification using Bidirectional LSTMs
- Machine Learning Research Project on Automatic Speaker Recognition with emphasis on Acoustic features such as MFCCs and Gating Units such as GRU and LSTM.
- Parallel Processing capabilities using multikernels in a Linux environment
- 4 month in-house college internship project resulting in a paper presented to NES Innovation Award.