AI Workshop: Bring Your Use Case Ideas to Life

In this workshop, we present how you can use AI services and start prototyping in minutes.
We cover some of the most popular AI verticals such as Computer Vision and Natural Language Processing.

After this workshop, you will know:
1. What is AI as a Service, and how does it work?
2. What are Computer Vision, NLP, and Speech?
3. How can you prototype your AI products before actual implementation?

Requirements:

✅ Free Registration
✅ Basic Python knowledge

https://www.linkedin.com/events/6814928657631473664/

Deep Equilibrium Models

Github: https://github.com/locuslab/deq

Paper: https://arxiv.org/abs/2106.14342v1

@ArtificialIntelligencedl

Multilayer Networks for Text Analysis with Multiple Data Types

Github: https://github.com/martingerlach/hSBM_Topicmodel

Paper: https://arxiv.org/pdf/2106.15821v1.pdf

@ArtificialIntelligencedl

PlanSys2: A Planning System Framework for ROS2

Github: https://github.com/IntelligentRoboticsLabs/ros2_planning_system

Paper: https://arxiv.org/abs/2107.00376v1

@ArtificialIntelligencedl

Deep Transfer Learning Baselines for Sentiment Analysis in Russian

Github: https://github.com/sismetanin/sentiment-analysis-in-russian

Paper: https://www.sciencedirect.com/science/article/abs/pii/S0306457320309730?dgcid=author

@ArtificialIntelligencedl

Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets

Github: https://github.com/HayeonLee/MetaD2A

Paper: https://arxiv.org/abs/2107.00860v1

@ArtificialIntelligencedl

RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds (CVPR 2020)

Github: https://github.com/QingyongHu/RandLA-Net

Paper: https://arxiv.org/abs/1911.11236

Project: http://randla-net.cs.ox.ac.uk/

@ArtificialIntelligencedl

UACANet: Uncertainty Augmented Context Attention for Polyp Semgnetaion

Github: https://github.com/plemeri/UACANet

Paper: https://arxiv.org/abs/2107.02368v1

Dataset: https://paperswithcode.com/dataset/kvasir-seg

@ArtificialIntelligencedl

Best machine learning tutorials: @ai_machinelearning_big_data -

Usufull python resourses: @pythonl

Artificial intelligence articles: @ArtificialIntelligencedl

Data science free books: @datascienceiot

Machine learning RU: @machinelearning_ru

ML chat: @machinee_learning

Free python books: @pythonlbooks

Is 2D Heatmap Representation Even Necessary for Human Pose Estimation?

Github: https://github.com/leeyegy/SimDR

Paper: https://arxiv.org/abs/2107.03332v1

Dataset: https://paperswithcode.com/dataset/coco

@ArtificialIntelligencedl

✅ OPNAI Evaluating Large Language Models Trained on Code

Github: https://github.com/openai/human-eval

Paper: https://arxiv.org/abs/2107.03374v1

Dataset: https://paperswithcode.com/dataset/apps

@ArtificialIntelligencedl

A Long Short-Term Memory for AI Applications in Spike-based Neuromorphic Hardware

Github: https://github.com/intel-nrc-ecosystem/models

Paper: https://arxiv.org/abs/2107.03992v1

@ArtificialIntelligencedl

🎨 Wavelet Transform-assisted Adaptive Generative Modeling for Colorization

Github: https://github.com/yqx7150/WACM

Paper: https://arxiv.org/pdf/2107.04261v1.pdf

Dataset: https://paperswithcode.com/dataset/coco-stuff

@ArtificialIntelligencedl

⭐️ Facebook's Per-Pixel Classification is Not All You Need for Semantic Segmentation

Github: https://github.com/facebookresearch/MaskFormer

Paper: http://arxiv.org/abs/2107.06278

Project: https://bowenc0221.github.io/maskformer

@ArtificialIntelligencedl

Retrieve in Style: Unsupervised Facial Feature Transfer and Retrieval PyTorch

Github: https://github.com/mchong6/RetrieveInStyle

Paper: https://arxiv.org/pdf/2107.06256v1.pdf

Dataset: https://paperswithcode.com/dataset/celeba

@ArtificialIntelligencedl

🍫 Food Instance Segmentation

Github: https://github.com/gist-ailab/Food-Instance-Segmentation

Paper: https://arxiv.org/abs/2107.07191

Dataset: https://paperswithcode.com/dataset/coco

@ArtificialIntelligencedl

🔧 Image Fusion Transformer

Github: https://github.com/Vibashan/Image-Fusion-Transformer

Paper: https://arxiv.org/abs/2107.09011v2

Dataset: https://paperswithcode.com/dataset/kaist-urban

@ArtificialIntelligencedl

🔝 Deepmind's WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset

This package provides tools to download the WikiGraphs dataset

Github: https://github.com/deepmind/deepmind-research/tree/master/wikigraphs

Paper: https://arxiv.org/abs/2107.09556v1

Dataset: https://paperswithcode.com/dataset/wikigraphs

@ai_machinelearning_big_data

ESPnet: end-to-end speech processing toolkit

Github: https://github.com/espnet/espnet

Paper: https://arxiv.org/abs/2107.09011v2

Notebook: https://github.com/espnet/notebook

@ArtificialIntelligencedl