Code for "Audio-driven Talking Face Video Generation with Learning-based Personalized Head Pose"
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。
(CVPR2021) ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic
DehazeZoo for collecting dehazing methods, datasets, and codes.
A collection of self-attention modules and pre-trained backbones
Learning Dynamic Routing for Semantic Segmentation
A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising (CVPR 2020 - Oral)
Filter Grafting for Deep Neural Networks(CVPR 2020)
Open MMLab Computer Vision Foundation
model compression based on pytorch (1、quantization: 16/8/4/2 bits(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for quantization)
NCNN lite without C++ support.
Intel(R) Open Image Denoise library
Simplify your onnx model
From Handcrafted to Deep Features for Pedestrian Detection: A Survey
Progressive Fusion Video Super-Resolution Network via Exploiting Non-Local Spatio-Temporal Correlations
A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]
PyTorch ,ONNX and TensorRT implementation of YOLOv4
stb single-file public domain libraries for C/C++
A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K and SRMD. Started in Hack the Valley 2, 2018.
volksdep is an open-source toolbox for deploying and accelerating PyTorch, Onnx and Tensorflow models with TensorRT.