cocoapi | COCO API - Dataset @ http : //cocodataset.org/ | Computer Vision library

by cocodataset Jupyter Notebook Version: Current License: Non-SPDX

X-Ray Key Features Code Snippets(1)Community Discussions(8)Vulnerabilities Install Support

kandi X-RAY | cocoapi Summary

cocoapi is a Jupyter Notebook library typically used in Artificial Intelligence, Computer Vision applications. cocoapi has no bugs, it has no vulnerabilities and it has medium support. However cocoapi has a Non-SPDX License. You can download it from GitHub.

COCO API - COCO is a large image dataset designed for object detection, segmentation, person keypoints detection, stuff segmentation, and caption generation. This package provides Matlab, Python, and Lua APIs that assists in loading, parsing, and visualizing the annotations in COCO. Please visit for more information on COCO, including for the data, paper, and tutorials. The exact format of the annotations is also described on the COCO website. The Matlab and Python APIs are complete, the Lua API provides only basic functionality. In addition to this API, please download both the COCO images and annotations in order to run the demos and use the API. Both are available on the project website. -Please download, unzip, and place the images in: coco/images/ -Please download and place the annotations in: coco/annotations/ For substantially more details on the API please see After downloading the images and annotations, run the Matlab, Python, or Lua demos for example usage. To install: -For Matlab, add coco/MatlabApi to the Matlab path (OSX/Linux binaries provided) -For Python, run "make" under coco/PythonAPI -For Lua, run “luarocks make LuaAPI/rocks/coco-scm-1.rockspec” under coco/.

Support

Quality

Security

License

Reuse

Support

cocoapi has a medium active ecosystem.

It has 5628 star(s) with 3719 fork(s). There are 114 watchers for this library.

It had no major release in the last 6 months.

There are 373 open issues and 159 have been closed. On average issues are closed in 123 days. There are 69 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of cocoapi is current.

Quality

cocoapi has 0 bugs and 0 code smells.

Security

cocoapi has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

cocoapi code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

cocoapi has a Non-SPDX License.

Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

Reuse

cocoapi releases are not available. You will need to build from source code and install.

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cocoapi Key Features

No Key Features are available at this moment for cocoapi.

cocoapi Examples and Code Snippets

Plot the PR curve .

python

Lines of Code : 37

License : Permissive (MIT License)

Copy

def plot_pr_curves(
    evaluator: CocoEvaluator, figsize: Tuple[int, int] = (16, 8)
) -> None:
    """ Plots two graphs to illustrate the Precision Recall.

    This method uses the CocoEvaluator object from the references provided by
    pytorch

Community Discussions

Trending Discussions on cocoapi

MacOS M1 system is detected as ARM by Python package even though I'm using Rosetta

Why pipenv module install from git with egg fragment fails even with requirement present?

No module named 'Cython' setting up Azure ML docker instance

TypeError: Could not build a TypeSpec with type KerasTensor

Error pip installing wheel file from github repository (to download pycocotools)

Docker container random segmentation fault

Installing dependency from a VCS repo subdirectory using setuptools

How to install git+https:// from setup.py using install_requires

QUESTION

MacOS M1 system is detected as ARM by Python package even though I'm using Rosetta

Asked 2021-Dec-07 at 00:04

I'm on a Macbook with M1 (Apple ARM architecture) and I've tried running the following Python code using the layoutparser library, which indirectly uses pycocotools:

...

ANSWER

Answered 2021-Dec-07 at 00:04

Charles Duffy explained the problem in the comments, thank you! 😃

When I checked the platform in Python, it was indeed ARM:

Source https://stackoverflow.com/questions/70253218

QUESTION

Why pipenv module install from git with egg fragment fails even with requirement present?

Asked 2021-Sep-27 at 19:59

Using pipenv on Windows 10 with Python 3.9.5. I am trying to use:

pipenv install git+https://github.com/John-Polo/cocoapi.git#egg=PythonAPI

My repo directory tree looks like

...

ANSWER

Answered 2021-Sep-27 at 19:59

pip expects your setup.py on the root of your git repository, like:

Source https://stackoverflow.com/questions/69320638

QUESTION

No module named 'Cython' setting up Azure ML docker instance

Asked 2021-Jul-03 at 14:57

I'm trying to install the following library in my Azure ML instance:

https://github.com/philferriere/cocoapi#egg=pycocotools&subdirectory=PythonAPI

My Dockerfile looks like this:

...

ANSWER

Answered 2021-Jul-03 at 14:57

Solution was to add the following to the Dockerfile:

Source https://stackoverflow.com/questions/68237132

QUESTION

TypeError: Could not build a TypeSpec with type KerasTensor

Asked 2020-Dec-22 at 19:59

I am a newbie to deep learning so while I am trying to build a Masked R-CNN model for training my Custom Dataset I am getting an error which reads:

...

ANSWER

Answered 2020-Dec-21 at 11:52

I got this error when upgrading from tensorflow 1.2.1 to 2.4. It appears the statement "x, K.shape(input_image)[1:3]))(input_gt_boxes)" is causing the bug. This is possibly due to an API change in tensorflow and/or Keras. I suspect the code you're trying to run is made for a different version of tensorflow than the one you got installed. You could try to install a matching version of tensorflow and keras or you can try to fix the code to comply with your current version. In my case I had to make slight changes to the way I constructed the model, but it is not easy to see how that can be done for your case without downloading the model library.

Source https://stackoverflow.com/questions/65383964

QUESTION

Error pip installing wheel file from github repository (to download pycocotools)

Asked 2020-Oct-21 at 11:18

I am installing Tensorflow (1.15.0) in order to perform some deep learning object detection, but am having trouble pip installing pycocotools. I am following this tutorial, which is an updated tutorial originally from YouTube channel Sentdex. I am also using the Anaconda Prompt for this purpose.

After creating and activating a conda environment and installing all the needed packages (TensorFlow, lxml, etc.), I am trying to run the command pip install pycocotools package, but get the following error:

...

ANSWER

Answered 2020-Oct-21 at 11:17

Try running it as follows:

Source https://stackoverflow.com/questions/64362016

QUESTION

Docker container random segmentation fault

Asked 2020-Jul-07 at 21:01

I am trying to run an application on a Docker container, but the program is randomly generating segmentation faults. Sometimes the code runs as it is supposed to. Other times, when I interrupt its execution (Ctrl + C) and run it again, it segfaults.

Below is my Dockerfile and the output from gdb. I can see that the problem boils down to cv2.VideoCapture, but I already tried a few fixes (like locales) and it didn't work. On the host machine (i.e., outside the container) the code runs fine. Any help would be greatly appreciated.

Dockerfile:

...

ANSWER

Answered 2020-Jul-07 at 21:01

To anyone who might come across this problem, use the headless version of opencv pip install opencv-python-headless

This is what finally fixed the random segmentation fault problem.

Source https://stackoverflow.com/questions/62776697

QUESTION

Installing dependency from a VCS repo subdirectory using setuptools

Asked 2020-May-21 at 12:01

I'm trying use setuptools to install a dependency from a VCS and inside a subdirectory.

My setup.py looks like this:

...

ANSWER

Answered 2020-May-21 at 09:35

dependency_links were declared obsolete and finally removed in pip 19.0. The replacement for it is install_requires with special syntax (supported since pip 19.1):

Source https://stackoverflow.com/questions/61930615

QUESTION

How to install git+https:// from setup.py using install_requires

Asked 2020-Feb-26 at 16:14

I have a project in which I have to install from git+https:

I can make it to work in this way:

...

ANSWER

Answered 2020-Feb-26 at 13:53

install_requires must be a string or a list of strings with names and optionally URLs to get the package from:

Source https://stackoverflow.com/questions/60414753

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

Vulnerabilities

No vulnerabilities reported

Install cocoapi

You can download it from GitHub.

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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