Discover @Mayukhdeb Open Source projects

Mayukh Deb (@Mayukhdeb)

Mayukhdeb

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Registered over 5 years ago
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torch-dreams

Flexible Feature visualization on PyTorch, for research and art 🔎 💻 🧠 🎨

differentiable-morphogenesis

experimenting with differentiable models of morphogenesis 🔬 🦠

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rover

Reverse engineer your pytorch vision models, in style

mind_the_bend

vision based deep learning for racing games 🏎️

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tiny-transformer

tiny transformer(s) on pytorch - I made this while trying to understand how they work

deep-chicken-terminator

tracking wildlife in minecraft using deep learning 🔪 🐔

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deep-chicken-saviour

using adversarial attacks to confuse deep-chicken-terminator 🛡️ 🐔

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torch-dreams-notebooks

torch-dreams exploration notebooks

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ECG-heartbeat-categorization

deep learning to obtain medical inferences from ECG data 📈

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adventures-with-augmentation

Exploring and experimenting with microscope imagery datasets 🔬

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vaporizing-villagers

Killing minecraft villagers with the help of image segmentation

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math-stuff

me teaching some mathematical concepts to myself

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gradient-games

mostly contains scratchy numpy code to build and train basic neural networks. You might also find a few experiments on torch.

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simple_face_ID

collects cropped facial data from webcam -> trains CNN -> classifies faces from live webcam feed

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worm-embryo-classifier

Flask webapp to determine the embryogenic stage of the C.elegans worm using deep learning 🔬

exploring-GANs

Experiments with GANs, and some stuff I learned on the way

Jupyter Notebook

RAFT-opticalflow-runwayML

Recurrent All Pairs Field Transforms for Optical Flow: on RunwayML

loss_landscape

Visualizing the lower dimensional error space of various datasets on deep neural networks ⛰️

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auroraGAN

northern lights but with GANs

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deepfakes

Figuring out how to generate deepfakes and making notes on the way

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shoeGAN

Generating interpolations between random shoes with GANs

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pascal-voc-caffemodel-pytorch

Port of the original Pascal VOC 2012 multilabel classification model from caffe to pytorch

torch-dreams-runwayML

model server template for torch-dreams on runwayML

Mayukhdeb.github.io

Mayukhdeb

sneaker_vision

scrapes google images -> normalises them -> feeds into NN -> NN trains on the data

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reverse-engineering-segmentation-models

turning a face segmentation model inside out

exploring-NLP

bunch of notebooks where I explain NLP to myself

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patrick

Tiny neural net library written from scratch with cupy ⚠️ under construction ⚠️

traffic_eye

nn to detect and interpret traffic signs 🚦

Jupyter Notebook