A collection of general util functions for every day cnn purposes.
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Updated
Apr 16, 2021 - Python
A collection of general util functions for every day cnn purposes.
Serialization of keras model at the end of every 5 epochs.
In this repository, I put into test my newly acquired Deep Learning skills in order to solve the Kaggle's famous Image Classification Problem, called "Dogs vs. Cats".
Trivial, primitive, naive, and optimistic hook registry in Python
PyTorch Pipeline with keras-like callbacks such as MetricTracker, TensorBoard, EarlyStopping, ModelCheckpoint and ProgressBar.
A Fast, Extensible Trainer and Extensions for Pytorch
WebSocket implementation in Python built on top of websockets python library. Similar to Node.js's ws.
Allows for automatic dispatching of bound functions when properties are changed.
Plotly-Dash NLP project. Document similarity measure using Latent Dirichlet Allocation, principal component analysis and finally follow with KMeans clustering. Project is completed with dynamic visual interaction.
Tiny ResNet inspired FPN network (<2M params) for Rotated Object Detection using 5-parameter Modulated Rotation Loss
Python observer pattern (callback/event system). Modeled after Qt Signals & Slots (but independent of Qt)
⚫ OBS Studio API with Python
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