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Anto Umali's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

๐Ÿง‘โ€๐Ÿซ Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, etc. ๐Ÿง 

cc icon cc

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

eight-way icon eight-way

A top-down, eight degree-of-freedom fighting game with pseudo-3D physics

hrnet-bottom-up-pose-estimation icon hrnet-bottom-up-pose-estimation

This is an official pytorch implementation of โ€œBottom-Up Human Pose Estimation by Ranking Heatmap-Guided Adaptive Keypoint Estimatesโ€ (https://arxiv.org/abs/2006.15480).

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

missingno icon missingno

Missing data visualization module for Python.

mlops-world-2021 icon mlops-world-2021

Handout code for the MLOps World 2021 presentation "Deploying an E2E ML Pipeline with AWS SageMaker - What Amazon Didn't Tell You"

mlplatform-workshop icon mlplatform-workshop

๐Ÿซ Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more

mmaction2 icon mmaction2

OpenMMLab's Next Generation Action Understanding Toolbox and Benchmark

rubiksnet icon rubiksnet

Official repo for ECCV 2020 paper - RubiksNet: Learnable 3D-Shift for Efficient Video Action Recognition

selected_points_publisher icon selected_points_publisher

Plugin which adds the ability to select and publish multiple sub-point clouds in RVIZ. Allows for adding and subtracting elements from total selection before publishing,

tgn icon tgn

TGN: Temporal Graph Networks

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