This is the second place solution for : UmojaHack Africa 2022: African Snake Antivenom Binding Challenge

Last update: Dec 03, 2022

Overview

UmojaHack-Africa-2022-African-Snake-Antivenom-Binding-Challenge

This is the second place solution for : UmojaHack Africa 2022: African Snake Antivenom Binding Challenge

Instruction:

Run the notebooks in folders exp_v{number} to predict experiments (Experiment results are in the "results" folder)
Run the notebook "final_blend_umojahack_2022.ipynb" and you'll have the file "final_submission.csv" in the main directory

All experiments are done using the GPU : tesla v100-sxm2 16gb (With google colab) (For reproducibility purposes)

Team members

Mokhtar Mami : mo5mami

Owner

Mami Mokhtar

Trying my best

GitHub Repository

This repository contains project created during the Data Challenge module at London School of Hygiene & Tropical Medicine

LSHTM_RCS This repository contains project created during the Data Challenge module at London School of Hygiene & Tropical Medicine (LSHTM) in collabo

3 Jan 30, 2022

Semantic Segmentation Suite in TensorFlow

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

2.5k Jan 06, 2023

Cluttered MNIST Dataset

Cluttered MNIST Dataset A setup script will download MNIST and produce mnist/*.t7 files: luajit download_mnist.lua Example usage: local mnist_clutter

50 Jul 12, 2022

pytorch implementation of the ICCV'21 paper "MVTN: Multi-View Transformation Network for 3D Shape Recognition"

MVTN: Multi-View Transformation Network for 3D Shape Recognition (ICCV 2021) By Abdullah Hamdi, Silvio Giancola, Bernard Ghanem Paper | Video | Tutori

64 Jan 03, 2023

[Preprint] "Bag of Tricks for Training Deeper Graph Neural Networks A Comprehensive Benchmark Study" by Tianlong Chen, Kaixiong Zhou, Keyu Duan, Wenqing Zheng, Peihao Wang, Xia Hu, Zhangyang Wang

Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study Codes for [Preprint] Bag of Tricks for Training Deeper Graph

101 Dec 29, 2022

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

912 Jan 08, 2023

The Curious Layperson: Fine-Grained Image Recognition without Expert Labels (BMVC 2021)

The Curious Layperson: Fine-Grained Image Recognition without Expert Labels Subhabrata Choudhury, Iro Laina, Christian Rupprecht, Andrea Vedaldi Code

18 Dec 27, 2022

DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency

[CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral paper) Authors: Kuang-Jui Hsu, Yen-Yu Lin, Yung-Yu Chuang PDF:

139 Dec 22, 2022

Bayesian Meta-Learning Through Variational Gaussian Processes

vmgp This is the repository of Vivek Myers and Nikhil Sardana for our CS 330 final project, Bayesian Meta-Learning Through Variational Gaussian Proces

2 Nov 17, 2022

RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition

RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition (PyTorch) Paper: https://arxiv.org/abs/2105.01883 Citation: @

260 Jan 03, 2023

Load What You Need: Smaller Multilingual Transformers for Pytorch and TensorFlow 2.0.

Smaller Multilingual Transformers This repository shares smaller versions of multilingual transformers that keep the same representations offered by t

79 Dec 28, 2022

MinkLoc++: Lidar and Monocular Image Fusion for Place Recognition

MinkLoc++: Lidar and Monocular Image Fusion for Place Recognition Paper: MinkLoc++: Lidar and Monocular Image Fusion for Place Recognition accepted fo

64 Dec 18, 2022

Trainable PyTorch reproduction of AlphaFold 2

OpenFold A faithful PyTorch reproduction of DeepMind's AlphaFold 2. Features OpenFold carefully reproduces (almost) all of the features of the origina

1.7k Dec 29, 2022

Implementation of several Bayesian multi-target tracking algorithms, including Poisson multi-Bernoulli mixture filters for sets of targets and sets of trajectories. The repository also includes the GOSPA metric and a metric for sets of trajectories to evaluate performance.

This repository contains the Matlab implementations for the following multi-target filtering/tracking algorithms: - Folder PMBM contains the implemen

62 Dec 12, 2022

This is the second place solution for : UmojaHack Africa 2022: African Snake Antivenom Binding Challenge

Related tags

Overview

UmojaHack-Africa-2022-African-Snake-Antivenom-Binding-Challenge

Instruction:

Team members

Owner

Mami Mokhtar

This repository contains project created during the Data Challenge module at London School of Hygiene & Tropical Medicine

Semantic Segmentation Suite in TensorFlow

Cluttered MNIST Dataset

pytorch implementation of the ICCV'21 paper "MVTN: Multi-View Transformation Network for 3D Shape Recognition"

[Preprint] "Bag of Tricks for Training Deeper Graph Neural Networks A Comprehensive Benchmark Study" by Tianlong Chen, Kaixiong Zhou, Keyu Duan, Wenqing Zheng, Peihao Wang, Xia Hu, Zhangyang Wang

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

The Curious Layperson: Fine-Grained Image Recognition without Expert Labels (BMVC 2021)

DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency

Bayesian Meta-Learning Through Variational Gaussian Processes

RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition

Load What You Need: Smaller Multilingual Transformers for Pytorch and TensorFlow 2.0.

MinkLoc++: Lidar and Monocular Image Fusion for Place Recognition

Trainable PyTorch reproduction of AlphaFold 2

Implementation of several Bayesian multi-target tracking algorithms, including Poisson multi-Bernoulli mixture filters for sets of targets and sets of trajectories. The repository also includes the GOSPA metric and a metric for sets of trajectories to evaluate performance.

(NeurIPS '21 Spotlight) IQ-Learn: Inverse Q-Learning for Imitation

Code for the SIGGRAPH 2022 paper "DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds."

Self Driving RC Car Code

Easy-to-use library to boost AI inference leveraging state-of-the-art optimization techniques.

Implementation of "Learning to Match Features with Seeded Graph Matching Network" ICCV2021

Self-supervised Point Cloud Prediction Using 3D Spatio-temporal Convolutional Networks

This is the second place solution for : UmojaHack Africa 2022: African Snake Antivenom Binding Challenge

Related tags

Overview

UmojaHack-Africa-2022-African-Snake-Antivenom-Binding-Challenge

Instruction:

Team members

Owner

Mami Mokhtar

This repository contains project created during the Data Challenge module at London School of Hygiene & Tropical Medicine

Semantic Segmentation Suite in TensorFlow

Cluttered MNIST Dataset

pytorch implementation of the ICCV'21 paper "MVTN: Multi-View Transformation Network for 3D Shape Recognition"

[Preprint] "Bag of Tricks for Training Deeper Graph Neural Networks A Comprehensive Benchmark Study" by Tianlong Chen*, Kaixiong Zhou*, Keyu Duan, Wenqing Zheng, Peihao Wang, Xia Hu, Zhangyang Wang

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

The Curious Layperson: Fine-Grained Image Recognition without Expert Labels (BMVC 2021)

DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency

Bayesian Meta-Learning Through Variational Gaussian Processes

RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition

Load What You Need: Smaller Multilingual Transformers for Pytorch and TensorFlow 2.0.

MinkLoc++: Lidar and Monocular Image Fusion for Place Recognition

Trainable PyTorch reproduction of AlphaFold 2

Implementation of several Bayesian multi-target tracking algorithms, including Poisson multi-Bernoulli mixture filters for sets of targets and sets of trajectories. The repository also includes the GOSPA metric and a metric for sets of trajectories to evaluate performance.

(NeurIPS '21 Spotlight) IQ-Learn: Inverse Q-Learning for Imitation

Code for the SIGGRAPH 2022 paper "DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds."

Self Driving RC Car Code

Easy-to-use library to boost AI inference leveraging state-of-the-art optimization techniques.

Implementation of "Learning to Match Features with Seeded Graph Matching Network" ICCV2021

Self-supervised Point Cloud Prediction Using 3D Spatio-temporal Convolutional Networks

[Preprint] "Bag of Tricks for Training Deeper Graph Neural Networks A Comprehensive Benchmark Study" by Tianlong Chen, Kaixiong Zhou, Keyu Duan, Wenqing Zheng, Peihao Wang, Xia Hu, Zhangyang Wang