zhuzhu718 Goto Github PK
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zhuzhu718's Projects
awesome-pruning
A curated list of neural network pruning resources.
blur-detect-use-haar-wavelet
An implementation of paper Blur Detection for Digital Images Using Wavelet Transform
channel_prune
Base to channel pruned to ResNet18 model
cnn_lstm_ctc_tensorflow
CNN+LSTM+CTC based OCR implemented using tensorflow.
dewarpnet
Code for the paper "DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks" (ICCV '19)
graph-cut-ransac
The Graph-Cut RANSAC algorithm proposed in paper: Daniel Barath and Jiri Matas; Graph-Cut RANSAC, Conference on Computer Vision and Pattern Recognition, 2018. It is available at http://openaccess.thecvf.com/content_cvpr_2018/papers/Barath_Graph-Cut_RANSAC_CVPR_2018_paper.pdf
kalidokit
Blendshape and kinematics calculator for Mediapipe/Tensorflow.js Face, Eyes, Pose, and Finger tracking models.
micronet
micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
pose2carton
Educational API for 3D Vision using pose to control carton.
scene-text-recognition
Scene text detection and recognition based on Extremal Region(ER)
speech_separation
Include some core functions and model to handle speech separation
tensorrtx
Implementation of popular deep learning networks with TensorRT network definition API
trt_pose_hand
Real-time hand pose estimation and gesture classification using TensorRT
unified-gesture-and-fingertip-detection
Unified learning approach for egocentric hand gesture recognition and fingertip detection
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