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xiaozhao00's Projects

digits icon digits

Deep Learning GPU Training System

dmpr-ps icon dmpr-ps

DMPR-PS: A Novel Approach for Parking-Slot Detection Using Directional Marking-Point Regression

img2pose icon img2pose

The official PyTorch implementation of img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation

jpeg icon jpeg

JPEG compression algorithm for Matlab.

micropython icon micropython

MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems

open3d icon open3d

Open3D: A Modern Library for 3D Data Processing

pinto_model_zoo icon 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-auto-drive icon pytorch-auto-drive

Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, PRNet, RESA, LSTR, BézierLaneNet...) based on PyTorch with mixed precision training

sne-roadseg icon sne-roadseg

SNE-RoadSeg for Freespace Detection in PyTorch, ECCV 2020

stereo_ptam icon stereo_ptam

Python implementation of SLAM algorithm Stereo-PTAM

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