GuideWsp's repositories
Audio-driven-TalkingFace-HeadPose
Code for "Audio-driven Talking Face Video Generation with Learning-based Personalized Head Pose"
Awesome-Deblurring
A curated list of resources for Image and Video Deblurring
Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。
cavaface.pytorch
:beers: :rocket: :city_sunset: face recognition project(pytorch)
dot-product-attention
A collection of self-attention modules and pre-trained backbones
DynamicRouting
Learning Dynamic Routing for Semantic Segmentation
filter-grafting
Filter Grafting for Deep Neural Networks(CVPR 2020)
Gradient-Centralization
A New Optimization Technique for Deep Neural Networks
model-compression
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)
onnx-simplifier
Simplify your onnx model
photo2cartoon
人像卡通化探索项目
PINTO_model_zoo
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-YOLOv4
PyTorch ,ONNX and TensorRT implementation of YOLOv4
ssdlite-pytorch-mobilenext
A PyTorch implementation of SSDLite on COCO