DeepCamera
ailia-models
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| DeepCamera | ailia-models | |
|---|---|---|
| 9 | 4 | |
| 1,703 | 1,814 | |
| 2.1% | 4.1% | |
| 2.3 | 9.8 | |
| 8 months ago | 8 days ago | |
| JavaScript | Python | |
| MIT License | - |
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.
DeepCamera
- Open-Source AI Camera
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Upgrade any camera/cctv to AI based intruder detection without monthly fee
Repo Link: https://github.com/SharpAI/DeepCamera
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Yolov7 Person recognition(REID) with Python
SharpAI yolov7_reid is an open source python application leverages AI technologies to detect intruder with traditional surveillance camera. Source code is hosted on github
- DeepCamera: Local inference engine, Home Assistant intrusion detection AI camera
- SharpAI Open Source intruder detection w Home-Assistant supports local deployment now
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New smart home project. Customer development stage.
For smart home, the best solution from open source community is Home-Assistant, 99% of home-assistant installation has camera integration. We open-sourced AI based intrusion detection with camera and integration with home-assistant: https://github.com/SharpAI/DeepCamera
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SharpAI open source camera based intrusion detection w/ Home-Assistant
7. How to deploy your own API server from source code
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SharpAI open source camera based intrusion detection w/ Home-Assistant integration
0. Register and Install sharpai-cli https://github.com/SharpAI/DeepCamera
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Private Home Security and AI
Shinobi + DeepCamera?
ailia-models
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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
What are some alternatives?
frigate - NVR with realtime local object detection for IP cameras
tensorflow-onnx - Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
DeepStack - The World's Leading Cross Platform AI Engine for Edge Devices
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.
insightface - State-of-the-art 2D and 3D Face Analysis Project
mlapi - An easy to use/extend object recognition API you can locally install. Python+Flask. Also works with ZMES!
deface - Video anonymization by face detection
Put-In-Context - Putting Visual Object Recognition in Context
facenet - Face recognition using Tensorflow
Video-Dataset-Loading-Pytorch - Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
tensorflow-on-arm - TensorFlow for Arm
PeekingDuck - A modular framework built to simplify Computer Vision inference workloads.