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Lei Pang's Projects

accidentpredictor icon accidentpredictor

An accurate traffic accident predictor can potentially save lives. I hereby described the creation and deployment of such a model using scikit-learn, Google Maps API, Flask and PythonAnywhere.

aixrouter icon aixrouter

将URL映射到UIViewcontroller，UIViewController之间解耦

bananas icon bananas

Bayesian Optimization with Neural Architectures for Neural Architecture Search - https://arxiv.org/abs/1910.11858

darknet icon darknet

Yolo v4 (v3/v2) - Windows and Linux version of Darknet Neural Networks for object detection (Tensor Cores are used)

deepfacelab icon deepfacelab

DeepFaceLab is a tool that utilizes machine learning to replace faces in videos. Includes prebuilt ready to work standalone Windows 7,8,10 binary (look readme.md).

gannotation icon gannotation

GANnotation (PyTorch): Landmark-guided face to face synthesis using GANs (And a triple consistency loss!)

hrnet-object-detection icon hrnet-object-detection

Object detection with multi-level representations generated from deep high-resolution representation learning (HRNetV2h).

partialconv icon partialconv

A New Padding Scheme: Partial Convolution based Padding

pba icon pba

Efficient Learning of Augmentation Policy Schedules

pbt icon pbt

Population Based Training (in PyTorch with sqlite3). Status: Unsupported

pconv-keras icon pconv-keras

Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai

spade icon spade

Semantic Image Synthesis with SPADE

tensorflow-yolov4-tflite icon tensorflow-yolov4-tflite

YoloV4 Implemented in Tensorflow 2.0. Convert .weights to .pb and .tflite format for tensorflow and tensorflow lite.

uda icon uda

Unsupervised Data Augmentation (UDA)

yolact icon yolact

A simple, fully convolutional model for real-time instance segmentation.

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