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Rhys Williams's Projects

adversarial_video_generation icon adversarial_video_generation

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

bilstm icon bilstm

Starting with Bi-Directional LSTMS

biobert icon biobert

BioBERT: a pre-trained biomedical language representation model

blender-servo-animation icon blender-servo-animation

Export your Blender animation to servo position values. They can be used with an Arduino compatible micro controller to move PWM-driven servos according to your animation.

deep-ttf icon deep-ttf

Survival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras

doccano icon doccano

Open source annotation tool for machine learning practitioners.

donkeycar icon donkeycar

Open source hardware and software platform to build a small scale self driving car.

fcrn icon fcrn

A Pytorch implement of 《Deeper Depth Prediction with Fully Convolutional Residual Networks》

hvp icon hvp

PyTorch implementation of our paper, "Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction."

jetbot icon jetbot

An educational AI robot based on NVIDIA Jetson Nano.

jetbot_ros icon jetbot_ros

ROS nodes and Gazebo model for NVIDIA JetBot with Jetson Nano

lanenet-lane-detection icon lanenet-lane-detection

Unofficial implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/

midas icon midas

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2020"

milvus icon milvus

Vector database for scalable similarity search and AI applications.

mlsd_pytorch icon mlsd_pytorch

Pytorch implementation of "M-LSD: Towards Light-weight and Real-time Line Segment Detection"

models icon models

Models and examples built with TensorFlow

modnet icon modnet

A Trimap-Free Solution for Portrait Matting in Real Time under Changing Scenes

neural-slam icon neural-slam

Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"

openpose icon openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

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