Akash Palrecha (@akashpalrecha)
github

akashpalrecha

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  • Stars
    star
    49
  • Global Rank 346,182 (Top 12 %)
  • Followers 34
  • Following 3
  • Registered over 7 years ago
  • Most used languages
    Jupyter Notebook
         64.3 %
    Python
         35.7 %
  • Location 🇮🇳 India
  • Country Total Rank 11,704
  • Country Ranking
    Jupyter Notebook
         1,261
    Python
         5,298

Top repositories

1

hyperspectral-reconstruction

Reconstructing 31 band hyperspectral imagery from 3 band RGB input
Jupyter Notebook
18
star
2

Resnet-multichannel

Helper class to create Pretrained Resnet models that can take in an arbitary number of channels as input.
Python
7
star
3

custom-fastai-callbacks

Custom Callbacks to extend the Fastai library's functionality
Jupyter Notebook
7
star
4

distill-superres

fork of EDSR based repo to do knowledge distillation experiments for super resolution
Python
4
star
5

classification_oversampling

Utility package to help in oversampling images in Image Classification tasks
Python
3
star
6

drought-watch

A deep learning classification model to predict drought using satellite imagery.
Jupyter Notebook
2
star
7

siamese-transfer

A personal research attempt at making transfer learning work for Siamese Networks
Jupyter Notebook
1
star
8

ImageReader_w_data_augmentation

A simplified approach to Data Augmentation for Computer Vision applications using python.
Python
1
star
9

deblurring-pipeline

Contains code to run experiments on image deblurring using deep learning.
Python
1
star
10

Java-ML

Neural network implementation in pure Java (no third-party libraries used)
Jupyter Notebook
1
star
11

Deep-Into-PyTorch-Modules

Explores the internals of `torch.nn.Module`
Jupyter Notebook
1
star
12

HumanProteinAtlasClassification

My attempt at this Kaggle competition - https://www.kaggle.com/c/human-protein-atlas-image-classification
Jupyter Notebook
1
star
13

computational-linear-algebra

Contains my work on Fast.ai's Computational Linear Algebra Course (https://github.com/fastai/numerical-linear-algebra/blob/master/README.md) along with my own explorations of the subject.
Jupyter Notebook
1
star
14

Lookahead

This project compares Geoffrey Hinton's new Lookahead optimizer with other conventional optimizers like AdamW, SGD, RMSProp, etc. This is a work in progress
Jupyter Notebook
1
star