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torch-dreams
Flexible Feature visualization on PyTorch, for research and art ๐ ๐ป ๐ง ๐จdifferentiable-morphogenesis
experimenting with differentiable models of morphogenesis ๐ฌ ๐ฆrover
Reverse engineer your pytorch vision models, in stylemind_the_bend
vision based deep learning for racing games ๐๏ธtiny-transformer
tiny transformer(s) on pytorch - I made this while trying to understand how they workdeep-chicken-terminator
tracking wildlife in minecraft using deep learning ๐ช ๐deep-chicken-saviour
using adversarial attacks to confuse deep-chicken-terminator ๐ก๏ธ ๐torch-dreams-notebooks
torch-dreams exploration notebooksECG-heartbeat-categorization
deep learning to obtain medical inferences from ECG data ๐adventures-with-augmentation
Exploring and experimenting with microscope imagery datasets ๐ฌvaporizing-villagers
Killing minecraft villagers with the help of image segmentationmath-stuff
me teaching some mathematical concepts to myselfgradient-games
mostly contains scratchy numpy code to build and train basic neural networks. You might also find a few experiments on torch.simple_face_ID
collects cropped facial data from webcam -> trains CNN -> classifies faces from live webcam feedworm-embryo-classifier
Flask webapp to determine the embryogenic stage of the C.elegans worm using deep learning ๐ฌexploring-GANs
Experiments with GANs, and some stuff I learned on the wayRAFT-opticalflow-runwayML
Recurrent All Pairs Field Transforms for Optical Flow: on RunwayMLloss_landscape
Visualizing the lower dimensional error space of various datasets on deep neural networks โฐ๏ธauroraGAN
northern lights but with GANsdeepfakes
Figuring out how to generate deepfakes and making notes on the wayshoeGAN
Generating interpolations between random shoes with GANspascal-voc-caffemodel-pytorch
Port of the original Pascal VOC 2012 multilabel classification model from caffe to pytorchtorch-dreams-runwayML
model server template for torch-dreams on runwayMLMayukhdeb
sneaker_vision
scrapes google images -> normalises them -> feeds into NN -> NN trains on the datareverse-engineering-segmentation-models
turning a face segmentation model inside outexploring-NLP
bunch of notebooks where I explain NLP to myselfpatrick
Tiny neural net library written from scratch with cupy โ ๏ธ under construction โ ๏ธtraffic_eye
nn to detect and interpret traffic signs ๐ฆLove Open Source and this site? Check out how you can help us