Exploration &
Engineering
I write about machine learning, deep learning and lately more about NLP.
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Latest Updates
May
04
2025
1. NLP: Recurrent Neural Networks [RNN]
A guide on the first steps towards modern NLP.
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Mar
28
2025
8. Computer Vision: Neural Style Transfer
Mini Project performing style transfer from a source image to a target image.
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Mar
27
2025
7. Computer Vision: Instance Segmentation
A small description on Instance Segmentation.
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Mar
25
2025
6. Computer Vision: Object Detection
A detailed description on Object Detection models.
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Mar
24
2025
5. Computer Vision: Semantic Segmentation
A small guide on semantic segmentation of images.
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Mar
22
2025
4. Computer Vision: Fine Tuning Models
A small guide on how to fine-tune pre-trained models.
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Mar
22
2025
3. Computer Vision: Transfer Learning
A small guide on how transfer learning using pre-trained models.
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Mar
22
2025
2. Computer Vision: Pre trained Models
A small guide on how to work with pre-trained models.
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Mar
21
2025
1. Computer Vision: Architecture
A description on working of CNNs.
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Mar
18
2025
6. Neural Nets: Regularization and Normalization
Regularization Techniques.
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