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A collection of basic and advance notebooks around various topics.

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Notebooks 📓

Notebook Type Description
Cats vs Dogs Basic Simple FastAI notebook using a Resnet model on Cats-vs-Dogs dataset
DCGAN Advance DCGAN implemented in Pytorch
FixMatch Advance FixMatch used to segregate medical xray data from noise
GLOM Advance Implementation of my interpretation of GLOM
MLP Mixer Advance MLPMixer implemented in Pytorch
MNIST From Scratch Basic Classification on MNIST Dataset From Scratch
ResNet-34 Basic ResNet-34 implementation in Pytorch
Siamese Input Advance A Classification network with Siamses style network with multiple views of a medical implant
SOT Advance Single Object Tracking with previous frame
VGG Basic VGG implementation in VGG
UNET Advance UNET Implementation in Pytorch
WSOL Advance Weakly Supervised Object Localization implemented in Pytorch

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A collection of basic and advance notebooks around various topics.

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