Hao's repositories
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.
pytorch-facial-recognition
Implement facial recognition in Pytorch
pytorch-cifar10
Cifar10 models in Pytorch
ByteTrack
ByteTrack: Multi-Object Tracking by Associating Every Detection Box
cycle-consistency
A Pytorch implementation of CycleGan
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.
maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
mtcnn-pytorch
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks
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)
tensorflow
Enhanced version of tensorflow/contrib/cmake. It provides cmake support for linux/mac compiling, cross-compiling for Arm.
vision
Datasets, Transforms and Models specific to Computer Vision