tfnet | TFNet 2018 updated to run with current tensorflow | Machine Learning library

 by   moodoki Python Version: Current License: No License

kandi X-RAY | tfnet Summary

kandi X-RAY | tfnet Summary

tfnet is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow applications. tfnet has no bugs, it has no vulnerabilities, it has build file available and it has low support. You can download it from GitHub.

TFNet 2018 updated to run with current tensorflow, uses Estimators, can run with MirroredStrategy on multiple GPUs.
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              tfnet has a low active ecosystem.
              It has 15 star(s) with 5 fork(s). There are 1 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 0 open issues and 2 have been closed. On average issues are closed in 25 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of tfnet is current.

            kandi-Quality Quality

              tfnet has 0 bugs and 0 code smells.

            kandi-Security Security

              tfnet has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              tfnet code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              tfnet does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

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              tfnet releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              It has 1925 lines of code, 139 functions and 29 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed tfnet and discovered the below as its top functions. This is intended to give you an instant insight into tfnet implemented functionality, and help decide if they suit your requirements.
            • Get a tfrecord dataset .
            • Main function .
            • Implementation of sbranch .
            • Build a neural network .
            • Unetnet .
            • Upsample a network .
            • Calculate spectral copies of the input data .
            • Frequency time layer .
            • Computes the fusion function .
            • Analyze the input tensor .
            Get all kandi verified functions for this library.

            tfnet Key Features

            No Key Features are available at this moment for tfnet.

            tfnet Examples and Code Snippets

            No Code Snippets are available at this moment for tfnet.

            Community Discussions

            QUESTION

            YOLOV2 slow when Arduino serial comm inserted
            Asked 2019-Dec-26 at 06:30

            I have been working on object detection and tracking system for a while now. I have tried lighting up LEDs when a person is detected determining the coordinate of the bounding box based on the width of resolution range. As of now, the FPS was around 30 when I did not inserted serial comm functions. But when I have inserted the serial comms, then fps goes down way too low around 7-10. What could be causing the problem here?

            OS = Windows

            GPU = GTX 1070

            CPU = i7

            Model = Darkflow, yolov2

            Code for object detection.

            ...

            ANSWER

            Answered 2019-Dec-26 at 02:44

            For those who are interested, i will post the answer as i figured it out. The solution is to use threading and run the classes concurrently. Here's the code!

            Source https://stackoverflow.com/questions/59474570

            QUESTION

            Multiple ROI in video stream of webcam
            Asked 2019-Dec-25 at 00:45

            I am looking to process a video stream from webcam. I am using opencv to capture and display the video. My goal is to segment the video display window into 3 rectangles with specified width and height. When an object is detected in the rectangle then it should output left center or right. I have managed to calculated the center coordinate of the object and drawn the rectangles on the video stream display window. Based on the coordinate where it falls in one of the rectangles, then the output will be left, center or right.

            My question is how do i make the output when the coordinate falls within one of the box. I assumed using if center_coord in box then output but it does not work.

            ...

            ANSWER

            Answered 2019-Dec-25 at 00:45

            I made it by using simple if else statement ranging the x coordinate based on width of my resolution window.

            Source https://stackoverflow.com/questions/59434576

            QUESTION

            Adding two values to one key in lists and add the list to dictionary
            Asked 2019-Dec-21 at 07:47

            I am trying get the center coordinate of the bounding box when detected and store it in a list for each FPS. Then for each detected center coordinate of the list, i want to store it in a dictionary.

            The output of list should be like center_coord = ["point1" : [x1, y1], "point2" : [x2, y2], ........ ]

            From that list, i want to append it into a dictionary like box_center = {"point1" : [x1, y1], "point2" : {x2, y2],.....}

            ...

            ANSWER

            Answered 2019-Dec-21 at 07:47

            Sorry but list do not work that way in Python. Use a namedTuple instead, that should solve your challenges. Named Tuples are often used in conjunction with coordinate related issues anyways

            Source https://stackoverflow.com/questions/59421410

            QUESTION

            How to send command to arduino when a bounding box is detected?
            Asked 2019-Dec-16 at 08:46

            i am working on a robot that detects users and follows. I am using YOLOv2 from darkflow repo for the object detection module.

            As of now, i want to make the Arduino micro-controller to move the robot forward towards the bounding box when detected. There is no distance or stereo cam. It is just if bounding box detected then drive the motors forward.

            This is my code for detecting bounding box in through the camera. It will be helpful if someone could direct me to the right path for any resources or tutorials. Thank you.

            ...

            ANSWER

            Answered 2019-Dec-16 at 08:46

            It will be helpful if i can get the center position of the bounding box

            As you have the top left and bottom right corner of the bounding box the center is the average of both positions.

            How to send commands to arduino?

            Use serial communication through the virtual COM port of your Arduino. There are literally a million tutorials online.

            https://www.arduino.cc/reference/en/language/functions/communication/serial/

            https://pyserial.readthedocs.io/en/latest/

            https://www.instructables.com/id/Interface-Python-and-Arduino-with-pySerial/

            Source https://stackoverflow.com/questions/59349162

            QUESTION

            Python no module named 'darkflow.cython_utils.cy_yolo_findboxes
            Asked 2019-Nov-27 at 10:14

            i am working on darknet yolov2 for object detection . I have used pip install . which is use to compile the darkflow library. after that when the darkflow is successfully installed.

            ...

            ANSWER

            Answered 2019-Nov-27 at 10:14

            I have solved the problem with the help of following steps:-

            * Make sure your all libraries are installed on the base root

            Source https://stackoverflow.com/questions/51424575

            QUESTION

            Create wrapper to return particular values from an already existing function
            Asked 2019-Jul-26 at 16:29

            Hi I have a function called

            ...

            ANSWER

            Answered 2019-Jul-26 at 16:29

            Do you need to redefine the tfnet.return_predict function to only return confidence? Or is having a separate function okay? If it's the latter, then it seems like you can just do this:

            Source https://stackoverflow.com/questions/57221645

            QUESTION

            object detection opencv an integer is required (got type tuple)
            Asked 2019-Jun-07 at 11:35

            When I run my code to use my webcam for object detection, I get the following error message:

            ...

            ANSWER

            Answered 2019-Jun-07 at 11:35

            I notice you missed out a ['y'] in your br variable.

            Source https://stackoverflow.com/questions/56493337

            QUESTION

            Atom shows ModuleNotFoundError when running python script
            Asked 2019-May-11 at 13:21

            I'm running Mac OS X (10.14.4) and I'm attempting to follow YouTube tutorial; https://www.youtube.com/watch?v=bDaxeg4HKQY; Image Detection with YOLO v2 Process Video in Python + openCV

            In a UNIX Terminal I'm able to do the following:

            1. Configure a virtual environment and activate it; source activate tensorvid

            2. Run a python script to setup the necessary dependencies python3 setup.py build_ext --inplace

            3. Run a python script successfully python video_processing.py

            Here is the initial code present video_processing.py:

            ...

            ANSWER

            Answered 2019-Apr-28 at 17:44

            You need to install cv2 before it will work. cv2 is really opencv but to install it you need to activate your virtual environment and then type: pip install opencv-python. On a discussion dated in July 2018 it was stated that opencv was not compatible with python 3.7 but did work with versions 3.5 and 3.65. It may be compatible now.

            Source https://stackoverflow.com/questions/55781213

            QUESTION

            Yolo Darkflow error. tensorflow.python.framework.errors_impl.InvalidArgumentError: Invalid name
            Asked 2019-Mar-20 at 13:07

            I am getting this output when i run my code:

            ...

            ANSWER

            Answered 2019-Mar-20 at 13:07

            Try this solution. I was having the exact same problem as you and this solved it for me.

            Source https://stackoverflow.com/questions/55196713

            QUESTION

            Write the coordinates of detected bounding boxes in a video to a txt or csv file
            Asked 2019-Feb-19 at 12:21

            so i am using darkflow to detect objects(hats) in a video. It detects people wearing the hats and draws bounding boxes around the hat in a video. Now I want to save the top right and bottom left coordinates of the detected bounding boxes into a txt or csv file for further processing. I wrote the code in opencv-python. I can display the video and it draws bounding box successfully but i don't know how to save the coordinates of the boxes. Any idea how to do it?

            I am using Mark jay's code for my purpose

            ...

            ANSWER

            Answered 2019-Feb-19 at 12:21

            The 'result' parameter in your code is the set of coordinates. You make a list and append it with the values from the result and then in your 'else' write it to a .txt file.

            Cheers!

            Source https://stackoverflow.com/questions/54691593

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install tfnet

            You can download it from GitHub.
            You can use tfnet like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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