smellslikeml

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.

BRAD. Convolutional Autoencoders for Anomaly Detection to Reduce Bandwidth in Streaming Video

cnn_eeg. EEG wearable device using CNN for seizure prediction

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

end-to-end-ml-workshop. End-to-End ML on Databricks Workshop materials

tf-pose-estimation-yogai. Deep Pose Estimation using Tensorflow for Yoga virtual trainer

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

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.

distributed-deep-learning-workshop. Python

LitterBug_donkey. donkeycar fork for LitterBug

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

awesome-data-redaction. resources for programmatically redacting personally identifiable information

photoscope. image search engine using elasticsearch and mobilenet image embeddings

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

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

EdgeTPU-resources. Knowledge gathering and useful resources for the Coral EdgeTPU dev board

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

MotionTransfer_PersonSeg. Implementation of Motion Transfer using Person Segmentation

hacking_notes. conceptual overview and code for various intro hacking references

rate-distortion-optimization. Spark notebooks outlining video rate-distortion optimization using content info

tfr-bert-demo. TF-Ranking + Bert demo using MovieLens dataset

image-similarity-metric-learning. Training CNN model to generate image embeddings

Deepfake-detection. Repository to detect deepfakes

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

ML-From-Scratch. Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

keras-r-mlflow. Example of training a GLM model with Keras and MLflow in R

experimental-vqasynth. Compose multimodal datasets 🎹 - experimental

comprehensive-framework-ivim. This repository contains the code for the paper: A Comprehensive Framework for Uncertainty Quantification of Voxel-wise Supervised Deep Learning Models in IVIM MRI

symbolicai. A neurosymbolic perspective on LLMs

rikai. Parquet-based ML data format optimized for working with unstructured data

HITL_Adaptive_Active_Learning_Lithium. This repository contains code for leveraging Human-AI synergy in adaptive active learning to optimize continuous lithium carbonate crystallization. As demand rises, our framework accelerates lithium extraction from challenging sources, improving impurity tolerance and promoting sustainable utilization of North American reserves.

rl_thermo. Temperature regulation with any appliance using policy gradients

e2e-ml-demo. Basic E2E ML Demo on Databricks

bayesian_reasoning. Project codebase

mlflow101. A no-nonsense demo of MLflow on Databricks

Multi_Agentic_QA_Long_Doc. Python

LLM-Crowdsourced. LLM-Crowdsourced: A Benchmark-Free Paradigm for Mutual Evaluation of Large Language Models

recommenders. TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

MAGPO. Implementation of Multi-Agent Guided Policy Optimization (MAGPO).