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onnx-hybridnets-multitask-road-detection

Python scripts for performing road segemtnation and car detection using the HybridNets multitask model in ONNX.

onnx_gpt_loop

Export GPT2 full inference loop to the single ONNX graph.

openshift-ml-workflows-workshop

This is material for a tutorial that @sophwats and @willb developed about machine learning workflows and about running them on OpenShift

optimized-models

people-counting-pose

Odin: Pose estimation-based tracking and counting of people in videos

perf

Performance Benchmarks

photo_superresolution

Scrape flickr for images and train a convolutional neural network in Keras to scale up photos with minimal loss of detail.

pose-tensorflow

Human Pose estimation with TensorFlow framework

powerai

This repo contains ancillary information used to assist users of the PowerAI Frameworks. This repo will contain How To's, Readme's, Dockerfiles, etc. that can be consumed by users looking to get started using our various PowerAI features.

powerai-counting-cars

Run a Jupyter Notebook to detect, track, and count cars in a video using PowerAI Vision and OpenCV

powerai-seti-signal-classification

Use TensorFlow and convolutional neural networks with PowerAI to classify radio signals from outer space

powerai-transfer-learning

Image recognition training with TensorFlow Inception and transfer learning

powerai-vision-object-detection

Use deep learning to create a model and a REST endpoint to allow your app to detect, locate and count your product on store shelves

predict-insurance-charges-with-autoai

Create an end-to-end AI solution that will help predict insurance premium cost with IBM Watson Studio and AutoAI.

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

python-for-data-processing

Lab for Jagiellonian University course

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorch-recipes

Source Code for 'PyTorch Recipes' by Pradeepta Mishra

pytorchzerotoall

Simple PyTorch Tutorials Zero to ALL!

quagga-public

quantum-machine-learning

Credit Risk Identification with Quantum Support Vector Machine (qSVM-Qiskit)

ray-odh-demo

Prototype an integration of ray with Open Data Hub, using a singleuser profile to provision a ray cluster

refarch-data-ai-analytics

research-platform-docker

qiskit-docker

retinanet-examples

Fast and accurate object detection with end-to-end GPU optimization

rise

Detect model's attention

s2i-lab-elyra

JupyterHub enabled image deploying JupyterLab with Elyra (https://github.com/elyra-ai/elyra)

sample-notebooks

Sample notebooks that are published by IBM for IBM Data Science Experience.

sas-viya-the-python-perspective

Companion to the book: SAS® Viya™: The Python Perspective by Kevin D. Smith and Xiangxiang Meng.

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery