ailia-models
mlapi
| ailia-models | mlapi | |
|---|---|---|
| 4 | 1 | |
| 1,825 | 56 | |
| 2.4% | - | |
| 9.8 | 5.2 | |
| 7 days ago | 3 months ago | |
| Python | Python | |
| - | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
ailia-models
-
10$ Full Body Tracking! I'm proud to release ToucanTrack (in Beta!). Get decent FBT with the power of 2 PS3 Eye Cameras and AI!
If you're looking for the differences in terms of how inference is done, I recommend you take a look at MediaPipe's source code. MediaPipe doesn't use raw code, but uses a "graph" instead (eg. pose_landmark_cpu.pbtxt), which can be visualised using MediaPipe Viz. I also used axinc-ai/ailia-models as the base (preprocessing, inference, postprocessing, etc...) which I further built upon (keypoint refinement, roi from keypoints, filtering / smoothing, etc...)
- [P] A collection of pre-trained, state-of-the-art AI models
- Ailia-models: A collection of pre-trained, state-of-the-art AI models
mlapi
-
Have 16-camera Reolink NVR, looking for self-hosted person detection and notification solution
There is also mlapi (https://github.com/ZoneMinder/mlapi) and its fork (https://github.com/baudneo/neo-mlapi), which can take a stream and returns json. Not sure that it is intended to handle multiple simultaneous streams though.
What are some alternatives?
DeepCamera - Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more
doods2 - API for detecting objects in images and video streams using Tensorflow
tensorflow-onnx - Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
signal-mqtt - An MQTT adapter to the Signal messenger
Put-In-Context - Putting Visual Object Recognition in Context
viseron - Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.
robotics-level-4 - This repo contains projects created using TensorFlow-Lite on Raspberry Pi and Teachable Machine. AI and ML capabilities have been integrated with Robot's software.
PeekingDuck - A modular framework built to simplify Computer Vision inference workloads.
Video-Dataset-Loading-Pytorch - Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
UNINEXT - [CVPR'23] Universal Instance Perception as Object Discovery and Retrieval
albumentations - Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
aquamam - An autoregressive, quaternion manifold model for rapidly estimating complex SO(3) distributions.