Repository Index

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

• pytorch
• gan
• deep-learning
• super-resolution

Real-time, local speech-to-text with streaming ASR, speaker diarization, translation, and OpenAI/Deepgram-compatible APIs.

• python
• real-time
• speaker-diarization
• speech-recognition

An elegant PyTorch deep reinforcement learning library.

• pytorch
• policy-gradient
• dqn
• double-dqn

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

• wandb
• reinforcement-learning
• pytorch
• python

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

• convolutional-neural-networks
• motion-tracking
• color-detection
• face-detection

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

Dataflow compiler for QNN inference on FPGAs

• dataflow
• quantization
• fpga
• compiler

QKeras: a quantization deep learning library for Tensorflow Keras

• deep-learning
• quantization
• quantized-neural-networks
• hardware-acceleration

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

• reinforcement-learning
• deep-learning
• pytorch
• pytorch-reinforcement-learning

aipdd开源的集成画布与agent，实现短剧制作