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Top 6 Python edgetpu Projects
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PINTO_model_zoo
A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
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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.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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tflite2tensorflow
Generate saved_model, tfjs, tf-trt, EdgeTPU, CoreML, quantized tflite, ONNX, OpenVINO, Myriad Inference Engine blob and .pb from .tflite. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support. Supports inverse quantization of INT8 quantization model.
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edgetpu-yolo
Minimal-dependency Yolov5 export and inference demonstration for the Google Coral EdgeTPU
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friday
A real world application of pytorch, transfer learning and edge TPU to detect when my dog uses the restroom. (by d4l3k)
Project mention: Viseron 2.2.0 - Self-hosted, local only NVR and AI Computer Vision software. | /r/selfhosted | 2023-04-22
Project mention: Show HN: Custom Action Recognition with ActionAI | news.ycombinator.com | 2023-09-23
Python edgetpu related posts
- NUC 10 BXNUC10i7FNH Core i7: how to expand it?
- [Request/suggestions] DIY mini PC / low power consumption
- Exposing Wyze cam detection events to HomeKit/home bridge
- [R][P]MobileStyleGAN: A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis
- Can we increase the output class in transfer learning?
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A note from our sponsor - InfluxDB
www.influxdata.com | 23 Apr 2024
Index
What are some of the best open-source edgetpu projects in Python? This list will help you:
Project | Stars | |
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1 | PINTO_model_zoo | 3,262 |
2 | viseron | 1,388 |
3 | ActionAI | 724 |
4 | tflite2tensorflow | 249 |
5 | edgetpu-yolo | 80 |
6 | friday | 8 |
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