Zhang Liliang's starred repositories
pytorch-OpCounter
Count the MACs / FLOPs of your PyTorch model.
onnx-simplifier
Simplify your onnx model
TNN
TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.
onnxruntime-extensions
onnxruntime-extensions: A specialized pre- and post- processing library for ONNX Runtime
onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
PerceptualSimilarity
LPIPS metric. pip install lpips
iSeeBetter
iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
mmpretrain
OpenMMLab Pre-training Toolbox and Benchmark
mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.