MNC | aware Semantic Segmentation via Multi-task Network Cascades | Machine Learning library
kandi X-RAY | MNC Summary
kandi X-RAY | MNC Summary
MNC is an instance-aware semantic segmentation system based on deep convolutional networks, which won the first place in COCO segmentation challenge 2015, and test at a fraction of a second per image. We decompose the task of instance-aware semantic segmentation into related sub-tasks, which are solved by multi-task network cascades (MNC) with shared features. The entire MNC network is trained end-to-end with error gradients across cascaded stages. MNC was initially described in a CVPR 2016 oral paper. This repository contains a python implementation of MNC, which is ~10% slower than the original matlab implementation. This repository includes a bilinear RoI warping layer, which enables gradient back-propagation with respect to RoI coordinates.
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Top functions reviewed by kandi - BETA
- Forward computation
- Transform two bounding boxes
- Compute the target geometry
- Unmap a numpy array
- Forward the prediction
- Transform boxes to invoations
- Clips boxes around given image
- Filter boxes that are smaller than min_size
- Wrapper function for GPU masks
- CPU masking wrapper
- Calculate image aggregation
- Generate a set of ground truth boxes
- Sample the background image
- Parse command line arguments
- Prepare image for blob conversion
- Locate CUDA
- Compute the predicted targets for each exposure
- Apply nms to all boxes
- Return the roidb dict
- Perform a forward computation
- Perform the forward computation
- Apply nms masks to a box
- Get the mask database
- Get an IMDB dataset
- Set image info
- Set the roidb indices
MNC Key Features
MNC Examples and Code Snippets
Community Discussions
Trending Discussions on MNC
QUESTION
I have an array of JSON objects as
Structs:
...ANSWER
Answered 2021-Jun-04 at 19:50Based on the suggestions from comments I replicated your scenario as follows:
QUESTION
ANSWER
Answered 2021-Apr-30 at 13:57The permissions are added by the dependencies of your app. An android manifest file is automatically merged with the manifest files of its dependencies.
The top manifest file has the priority and can alter the values of the manifest files in its dependencies.
To remove a permission, use the tools:node="remove" tag. For example, to remove the RECORD_AUDIO permission, add this line to your app's manifest file between the XML tags:
QUESTION
I'm using qtcreator and have created an AndroidManifest.xml via my IDE which has WRITE_EXTERNAL_STORAGE permission but I cannot write any file into my mobile phone storage ( /storage/self/primary or /storage/emulated/0/ ) ( error : file is not open )
something like telegram folder of Telegram application
How can I write file into this location which is visible for other users
Updated ...ANSWER
Answered 2021-Mar-10 at 07:44As You probably have your function to write to the storage, You're most likely missing to check the storage permission during runtime, as @Ak23 pointed it out. Here is an example code of how You could go about chcecking and granting permission:
QUESTION
Can someone please suggest what should be a value of in the seagull script so that Wireshark correctly decodes MNC-030 and MCC-234?
...ANSWER
Answered 2021-Feb-25 at 22:32It sounds like you're wanting to send the PLMN in the proper format in a Diameter message such as a ULR. The value has to be entered using the method defined by ETSI. In your case it would be 0x320430. See the example code below.
QUESTION
I'm trying to make an android app with buildozer and when I run buildozer -v android debug run logcat the app opens then closes immediatly and the logcat just gives me alot of useless information about my phone. It's too much that I can't copy it all. I think it just lists my apps and notifications but I don't know why. This happened when I wanted to integrate fingerprint scanners in my app I used this github repo but I removed import org.fingerprint.FingerprintCallbackInterface; from FingerprintCallback.java because it kept telling me that org.fingerprint doesn't exist so is there a solution for this? thanks in advance
Here is a part of it:
...ANSWER
Answered 2021-Feb-12 at 01:58Turns out I needed to remove the # from android.logcat_filters
QUESTION
I like the kaitai struct very much that I need to rewrite one of 010 binary template in kaitai. I've found structures similar to the following in my 010 template and I would like to know how to handle this in kaitai.
Ex:1
...ANSWER
Answered 2021-Feb-10 at 22:19I've asked the same question in kaitai git, and they provided well detailed explanation on how to do this. Please refer this
QUESTION
My previous app has many activities and some of them are declared as exported true, so that other apps can call them through intent filter. Some of them also has specific permission which also sets in my activities.
Now, i am developing a app using single activity. So, i am curious to know how can i handle this permission issue in single activity design, as i have only one activity.
Previously, in multiple activities i can easily set permission in specific activity. How can i handle this here? I am a newbie. I searched a lot but did not find any clue.
Edit:
...ANSWER
Answered 2021-Jan-25 at 11:56You can't use manifest-based permissions if you want to restrict a single Activity from being launched in some cases but not others. The manifest-based permission controls access to the specific Activity, no matter how it is being launched.
What you could do is create an for your single Activity. An is a manifest entry that references an actual Activity, but provides alternate launch options. You can specify a different set of permissions on the than the ones you have on the actual Activity. You can also specify different launchMode, different , etc.
QUESTION
I have a regex that removes the content in the Activity tag. The regex is \s*(?:\s|\S)*<\/activity>. It is possible in Java, but it will not work when written in the shell. The wording in the shell is as follows:
ANSWER
Answered 2020-Nov-27 at 05:06The syntax of regular expression are roughly classified in three
variants: BRE, ERE and PCRE. The latter has more features and power of
expression. Your regex is written in PCRE while sed supports up to ERE.
Another problem is that sed processes the input file line by line and
it requires some trick to make sed regex match across lines.
With sed please try the following:
QUESTION
hello im a newbie in javascript , I need to check if the Object value is listed in the JSON or not. If the yes do something else do another thing.
first i get JSON from ipapi.co/json which return this for example
...ANSWER
Answered 2020-Nov-05 at 10:14You can combine basic array/object functions to archive your goal. But as i commented on your question, you should define strict filter criterias.
QUESTION
ANSWER
Answered 2020-Oct-02 at 17:34you can use the combination of Row and Column like this
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install MNC
Clone the MNC repository:
Install Python packages: numpy, scipy, cython, python-opencv, easydict, yaml.
Build the Cython modules and the gpu_nms, gpu_mask_voting modules by:
Install Caffe and pycaffe dependencies (see: Caffe installation instructions for official installation guide)
Build Caffe and pycaffe: cd $MNC_ROOT/caffe-mnc # If you have all of the requirements installed # and your Makefile.config in place, then simply do: make -j8 && make pycaffe
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