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bonbert81's Projects

nymphcast icon nymphcast

Audio and video casting system with support for custom applications.

parlai icon parlai

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

pedalnet icon pedalnet

Deep Learning for Guitar Effect Emulation

pifuhd icon pifuhd

High-Resolution 3D Human Digitization from A Single Image.

portfolio-construction-swix-index icon portfolio-construction-swix-index

Portfolio construction (Mergence Capital Africa)- Decomposing the SWIX index minimising the tracking error and increasing the return correlation using a basket of no more than 20 stocks. Research Project for Mergence Capital Africa

rtsr4k icon rtsr4k

Reproducing Real-Time Single Image and Video Super-Resolution Using an EfficientSub-Pixel Convolutional Neural Network

scarecrow icon scarecrow

A Raspberry Pi powered, distributed (edge) computing camera setups that runs a Tensorflow object detection model to determine whether a person is on the camera. A plugin model allows actions based on the detection, such as playing audio, turning on lights, or triggering an Arduino.

srgan-treehacks icon srgan-treehacks

TreeHacks 2019: Best computer vision prize and IBM’s #1 favorite health hack. Upscaling low resolution videos with a novel super resolution GAN architecture.

srgan-with-flow-loss icon srgan-with-flow-loss

SRGAN + Flow Loss, a loss function regarding both the superresolution quality and temporal continuity for video superresolution based on SRGAN

steel-defect-detection icon steel-defect-detection

This is a image semantic segmentation problem solutions based on django app and trained on the top of Tensorflow API. The trained model takes an image as an input and predict the class of defect from defect1, defect2, defect3, defect4 or no defect with defected area pixels highlighted.

vsr-duf-reimplement icon vsr-duf-reimplement

It is a re-implementation of paper named "Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation" called VSR-DUF model. There are both training codes and test codes about VSR-DUF based tensorflow.

wifi-card icon wifi-card

📶 Print a QR code for connecting to your WiFi

yolo-android icon yolo-android

Real Time Object Detection By Using YOLO to online shopping

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