willyfh

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

1d-cellular-automata

Implementation of 1D cellular automata in Java

animal-classification-transfer-learning

Animal classification using transfer learning with ResNet50

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

awesome-video-text-datasets

A curated list of video-text datasets in a variety of languages. These datasets can be used for video captioning (video description) or video retrieval.

farl-face-segmentation

A face segmentation implementation of FarRL model (CVPR 2022) using Facer, a face analysis toolkit for modern research.

graph-transformer

An unofficial implementation of Graph Transformer (Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification) - IJCAI 2021

msvd-indonesian

MSVD-Indonesian: A Benchmark for Multimodal Video-Text Tasks in Indonesian (Bahasa Indonesia).

uav-trajectory-planning

The first unofficial implementation of a paper with the title of "UAV Trajectory Planning for Data Collection from Time-Constrained IoT Devices" (IEEE Transactions on Wireless Communications 2019)

visualtorch

VisualTorch aims to help visualize Torch-based neural network architectures.

willyfh/graph-transformer

An unofficial implementation of Graph Transformer (Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification) - IJCAI 2021

willyfh/awesome-video-text-datasets

A curated list of video-text datasets in a variety of languages. These datasets can be used for video captioning (video description) or video retrieval.

willyfh/visualtorch

VisualTorch aims to help visualize Torch-based neural network architectures.

willyfh/1d-cellular-automata

Implementation of 1D cellular automata in Java

willyfh/animal-classification-transfer-learning

Animal classification using transfer learning with ResNet50

willyfh/anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

willyfh/clothing-classification-cnn

willyfh/conways-game-of-life

willyfh/custom-named-entity-recognition

willyfh/data-visualization-with-seaborn

willyfh/github-repository-contribution-stats

:fire: Dynamically generated Github Repository Contribution stats on your readmes (github-repository-contribution-stats)

willyfh/grid-world-reinforcement-learning

willyfh/grid-world-reinforcement-learning-2

Implementation of td policy evaluation and q-learning on a grid world.

willyfh/heavy-hitters

Implementation of streaming algorithms (Misra-Gries & Lossy Counting) for getting frequent items from data streams.

willyfh/indonesian-earthquake-distribution

willyfh/intent-classification

willyfh/leetcode-submissions

A collection of my LeetCode submissions created automatically using LeetHub.

willyfh/lindenmayer-system

Implementation of Lindenmayer System (L-system), which is a parallel rewriting system and a type of formal grammar.

willyfh/multi-armed-bandit

A classic reinforcement learning problem.

willyfh/nuvoton-arm-7-segment

willyfh/object-detection-faster-r-cnn

willyfh/semantic-segmentation-deeplab-v3

willyfh/simple-autoencoder-mnist

willyfh/simple-ecommerce-ruby-jquery

willyfh/simplified-blackjack-reinforcement-learning

willyfh/traffic-object-recognition-openvino

Implementation of object detection and semantic segmentation of traffic objects in the front facing car camera using OpenVINO's pretrained models.

willyfh/udacity-machine-learning-projects

willyfh/video-stream-face-detection-opencv

willyfh/willyfh

willyfh/willyfh.github.io

My Portfolio