Tensorlayer

TensorLayerPython

A TensorFlow-based deep learning and reinforcement learning library designed for researchers and engineers with customizable neural layers.

Policy GradientPython

A TensorFlow-based deep learning and reinforcement learning library designed for researchers and engineers, offering customizable neural layers.

SRGANPython

Implementation of SRGAN for photo-realistic single image super-resolution using generative adversarial networks.

hyperposePython

A library for building high-performance custom human pose estimation applications with real-time inference and flexible model development.

Seq2seq-ChatbotPython

A minimal 200-line implementation of a sequence-to-sequence chatbot using TensorLayer and TensorFlow.

GAN-CLSPython

TensorFlow implementation of GAN-CLS algorithm for generating images from text descriptions using adversarial networks.

U-NetPython

A U-Net implementation for brain tumor segmentation using the BRATS 2017 dataset with data augmentation and dice loss.

TensorLayerXPython

A unified deep learning and reinforcement learning framework supporting multiple backends and hardware platforms.

DCGANPython

A minimal implementation of Deep Convolutional Generative Adversarial Networks (DCGAN) using TensorLayerX for generating realistic images.

Improved CycleGANPython

A TensorLayer re-implementation of CycleGAN with improvements like resize-convolution and instance normalization.

im2imPython

An implementation of unsupervised image-to-image translation using Generative Adversarial Networks (GANs).

DAGGERPython

A simple implementation of the DAGGER imitation learning algorithm for autonomous steering control in the Torcs racing simulator.