d2l-en
DeepCamera
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| d2l-en | DeepCamera | |
|---|---|---|
| 6 | 9 | |
| 21,628 | 1,703 | |
| 3.1% | 2.1% | |
| 8.7 | 2.3 | |
| about 1 month ago | 8 months ago | |
| Python | JavaScript | |
| GNU General Public License v3.0 or later | 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.
d2l-en
- which book to chose for deep learning :lan Goodfellow or francois chollet
- d2l-en: Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
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How to pre-train BERT on different objective tasks using HuggingFace
There might is bert library for pre-train bert model in huggingface, But I suggestion that you train bert model in native pytorch to understand detail, Limu's course is recommended for you
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The Transformer in Machine Translation
GitHub's article on Dive into Deep Learning
- D2l-En
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I created a way to learn machine learning through Jupyter
There are actually some online books and courses built on Jupyter Notebook ([Dive to Deep Learning Book](https://github.com/d2l-ai/d2l-en) for example). However yours is more detail and could really helps beginners.
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?
What are some alternatives?
Pytorch-UNet - PyTorch implementation of the U-Net for image semantic segmentation with high quality images
frigate - NVR with realtime local object detection for IP cameras
DeepADoTS - Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
DeepStack - The World's Leading Cross Platform AI Engine for Edge Devices
TF-Watcher - Monitor your ML jobs on mobile devices📱, especially for Google Colab / Kaggle
insightface - State-of-the-art 2D and 3D Face Analysis Project
99-ML-Learning-Projects - A list of 99 machine learning projects for anyone interested to learn from coding and building projects
deface - Video anonymization by face detection
imbalanced-regression - [ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
facenet - Face recognition using Tensorflow
petastorm - Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.
ailia-models - The collection of pre-trained, state-of-the-art AI models for ailia SDK