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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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