Daniel Falk's starred repositories
cargo-acap
A tool to build Rust programs for the AXIS Camera Application Platform
python-vivotek
Python Library for Vivotek IP Cameras
aws-streamer
Video Processing for AWS
jetson-intro-to-distillation
A tutorial introducing knowledge distillation as an optimization technique for deployment on NVIDIA Jetson
axis-weatherflow
WeatherFlow Overlay for Axis cameras
Axis_Cam_Tailscale
Here you will find the files and instructions required to run Tailscale VPN on Axis Communications Cameras
Edge-TPU-Object-Detection
This code performs object detection and tracking using a pre-trained Tensor Flow Lite (TFLite) model. In addition, it can track each unique object in terms of how it is moving through the frame of vision i.e. if it is moving up / down / left / right or just stationary. There are two main scripts: one takes a live video feed from Raspberry Pi camera; the other analyses an existing video file.
kedro-mlflow
A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)
industry-machine-learning
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
computer-vision-for-embedded
An introduction to edge based image analytics in an AXIS network camera. As the foundation for for a webinar this code base shows how to build an edge application, how to understand NV12 raw images and how to perform some simple computer vision.
python-app-on-axis-camera
A show case application for how to perform rapid development with python using an Axis Communication network camera and the official SDK
camera-analytics
Micropython in an AXIS network camera! The base in this repository is the pipeline to cross compile micropython and to deploy and run it on an ARMv7 AXIS camera (e.g. the Ambarella S2L SoC).
Axis-ACAP-guides
Small guides, tutorials and examples for ACAP development for Axis network cameras.
workshop-people-counter-portenta-lorawan
Workshop for TheThingConference, build a people counter using the Arduino Portenta's camera and send the inference results over LoRaWan
awesome-open-mlops
The Fuzzy Labs guide to the universe of open source MLOps
keras-triplet-loss-mnist
Keras model trained using semi-hard triplet Loss (tensorflow function) on MNIST
Popcorn-Previews
Project for Udacity Full Stack Nanodegree program