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Hao's Projects

bytetrack icon bytetrack

ByteTrack: Multi-Object Tracking by Associating Every Detection Box

caffe2 icon caffe2

A fork supporting cross compiling. See the file scripts/cross-compile.sh .

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

keras-io icon keras-io

Keras documentation, hosted live at keras.io

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mtcnn-pytorch icon mtcnn-pytorch

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

panoptic-deeplab icon panoptic-deeplab

This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)

pytorch-ssd icon pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

samples icon samples

A collection of Flutter examples and demos

tensorflow icon tensorflow

Enhanced version of tensorflow/contrib/cmake. It provides cmake support for linux/mac compiling, cross-compiling for Arm.

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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