Implementation of One-Cycle Learning rate policy (adapted from Fast.ai lib)

experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc

This is some code to explore the concept of the multi-armed bandit problem with some simple algorithms.

Estimate the speed of a car given a video from dash cam with optical flow

An implementation of Covariance Pooling, with the framwork of AlexNet and the dataset of UC Merced

Deep learning algorithms source code for beginners

This is an official release of the RedNet architecture.

Some approaches for pedestrian attribute recognition, based on VesPA, WPAL. PA-100K and RAP for training.

Implementation of Learning Rate Finder, SGDR and Cyclical Learning Rate in Keras

This is the baseline of Kaggle-dog-breed-classification on Python, Keras, and TensorFlow.

🔈 Use python to achieve voice activity detection, this little program may be helpful for voice application

VGG19 and VGG16 on Tensorflow

Snapshot Ensemble in Keras

YOLOv1 tensorflow