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dl-practice

Task Tags Link Source
custom nn modules numpy, scipy, back-prop here University assignment
image classification MLP, custom CNNs here
image segmentation UNet, advanced logging here University assignment
text classification & language modeling LSTM, various dropout techniques here University assignment
object detection OpenCV, VGG here University assignment
image self-supervision BYOL here University assignment
dialogue response selection DGAC, text embedding, contrastive learning here
custom nn modules and optimizer torch, back-prop, Adam here AIMasters DL course
image classification ResNet, EfficientNet here AIMasters DL course
object detection SSD, VGG, ResNet here AIMasters DL course
optical character recognition CNN, RNN, CTC loss here AIMasters DL course
optical character recognition CNN, seq2seq Transformer, greedy decoding here AIMasters DL course
visual question answering CLIP here Qualifying stage of competition
text clustering YouTube Data API, KMeans, MPNet here popular content maker

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