smellslikeml/e2e-ml-demo

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Created over 2 years ago
Updated over 2 years ago

smellslikeml/e2e-ml-demo

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Basic E2E ML Demo on Databricks

ActionAI

Real-Time Spatio-Temporally Localized Activity Detection by Tracking Body Keypoints

everybody_dance_faster

Motion transfer booth for a 1 hour everybody dance now video generation using EdgeTPU and Tensorflow 2.0

droop_detection

Conserve water with image classification for plant droop detection deployed on the Arduino platform.

Jupyter Notebook

kindbot

Kindbot: an app, sensors, voice-control, and state-of-the-art computer vision to maximize yields

BRAD

Convolutional Autoencoders for Anomaly Detection to Reduce Bandwidth in Streaming Video

end-to-end-ml-workshop

End-to-End ML on Databricks Workshop materials

cnn_eeg

EEG wearable device using CNN for seizure prediction

Jupyter Notebook

distributed-deep-learning-workshop

shoot_your_shot

train a custom classifier to score dart throws, relate to throwing form through pose estimation

Jupyter Notebook

deepIDS

deep learning applied to Network Intrusion Detection with NSL-KDD data

Jupyter Notebook

dolla_llama

Never forget the resource that helps to close that sales call! Power a real-time speech-to-text agent with retrieval augmented generation based on webscraped customer use-cases.

cellular_ARDrone_2

Put your drone on a longer leash executing programmed flight on a powered Pi zero. Perform YOLO object recognition connect over Hologram CLI

photoscope

image search engine using elasticsearch and mobilenet image embeddings

awesome-data-redaction

resources for programmatically redacting personally identifiable information

Jupyter Notebook

EdgeTPU-resources

Knowledge gathering and useful resources for the Coral EdgeTPU dev board

ros_neuralrecon

ROS 1 wrapper for NeuralRecon - https://github.com/zju3dv/NeuralRecon

hacking_notes

conceptual overview and code for various intro hacking references

MotionTransfer_PersonSeg

Implementation of Motion Transfer using Person Segmentation

Jupyter Notebook

tfr-bert-demo

TF-Ranking + Bert demo using MovieLens dataset

ble_keyfinder

Sniffing BLE, trilateralize beacon with Machine Learning to guess location, Alexa for VUI

image-similarity-metric-learning

Training CNN model to generate image embeddings

rate-distortion-optimization

Spark notebooks outlining video rate-distortion optimization using content info

Jupyter Notebook

simple_ML_baselines

collection of jupyter notebooks exploring Kaggle competition datasets to implement simple baseline models

Jupyter Notebook

keras-r-mlflow

Example of training a GLM model with Keras and MLflow in R

rl_thermo

Temperature regulation with any appliance using policy gradients