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data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

detect_face_pyqt5 icon detect_face_pyqt5

该项目基于python-contrib-opencv,dlib,pyqt5。能够实现电脑端摄像头读取视频,实时人脸录入,人脸检测,人脸识别等功能。

docs icon docs

TensorFlow documentation

donkeycar icon donkeycar

Open source hardware and software platform to build a small scale self driving car.

opensourcecomputervision icon opensourcecomputervision

Open Source Computer Vision with TensorFlow, MiniFi, Apache NiFi, OpenCV, Apache Tika and Python For processing images from IoT devices like Raspberry Pis, NVidia Jetson TX1, NanoPi Duos and more which are equipped with attached cameras or external USB webcams, we use Python to interface via OpenCV and PiCamera. From there we run image processing at the edge on these IoT device using OpenCV and TensorFlow to determine attributes and image analytics. A pache MiniFi coordinates running these Python scripts and decides when and what to send from that analysis and the image to a remote Apache NiFi server for additional processing. At the Apache NiFi cluster in the cluster it routes the images to one processing path and the JSON encoded metadata to another flow. The JSON data (with it's schema referenced from a central Schema Registry) is routed and routed using Record Processing and SQL, this data in enriched and augment before conversion to AVRO to be send via Apache Kafka to SAM. Streaming Analytics Manager then does deeper processing on this stream and others including weather and twitter to determine what should be done on this data. References https://community.hortonworks.com/articles/103863/using-an-asus-tinkerboard-with-tensorflow-and-pyth.html https://community.hortonworks.com/articles/118132/minifi-capturing-converting-tensorflow-inception-t.html https://github.com/tspannhw/rpi-noir-screen https://community.hortonworks.com/articles/77988/ingest-remote-camera-images-from-raspberry-pi-via.html https://community.hortonworks.com/articles/107379/minifi-for-image-capture-and-ingestion-from-raspbe.html https://community.hortonworks.com/articles/58265/analyzing-images-in-hdf-20-using-tensorflow.html

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pypylon-opencv-viewer icon pypylon-opencv-viewer

Easy to use Jupyter notebook viewer connecting Basler Pylon images grabbing with OpenCV image processing. Allows to specify interactive Jupyter widgets to manipulate Basler camera features values, grab camera image and at once get an OpenCV window on which raw camera output is displayed or you can specify an image processing function, which takes on the input raw camera output image and display your own output.

pyqt-image-processing-desktop-app icon pyqt-image-processing-desktop-app

In this application, the image can be transformed into binary, rogue, negatife, edge and reverse, show pixels, resize, rotate and blur, filter (canny, sobel, prewitt), labeling; histogram equalization, noise processing, logical operations, morphological transformations, template matching operations have been developed as desktop applications.

pyqt5 icon pyqt5

《PyQt5快速开发与实战》配套代码

pyqt5-baidumapcrawler icon pyqt5-baidumapcrawler

一个百度地图兴趣点采集工具,可根据关键词搜索指定区域的兴趣点,并导出为excel文件

pyqt5-book-code icon pyqt5-book-code

This work is about porting the source code of book, Rapid GUI Programming with python and Qt, from PyQt4 to PyQt5.

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