I have almost 5223 and 577 images for training and validation sets, respectively. I am applying CNNs for image segmentation and would like to do artificial on-the-fly data augmentation.
I have installed Caffe latest version. I am wondering whether this version of Caffe is supporting data augmentation or not?
If yes, could you please share some resources for me?
The other question is whenever we are doing artificial data augmentation, should we change the epoch according to the augmentation size? for example, if I only apply mirroring, should I change the size of epoch by mutiplying 2?
What kind of on-the-fly artificial data augmentation can be applied for semantic segmentation?
244 views Asked by S.EB At
0
There are 0 answers
Related Questions in DEEP-LEARNING
- In Spring-XD Failed to access http endpoint http://localhost:9000
- Does HDFS sink support writing to sequence file in Spring XD?
- Spring XD http-client processor sends text/plain instead of application/json
- How to integrate spring-xd batch jobs with Control-M scheduler
- Spring Batch - Read files from Aws S3
- SpringXD module delete command does not delete the uploaded .jar file
- What are the steps to upgrade Spring XD using the Ambari Plugin?
- Spring XD stream and job persistence
- spring-xd job repository datasource enable oracle fast connection failover
- Using mappedRequestHeaders in Spring XD
Related Questions in CAFFE
- In Spring-XD Failed to access http endpoint http://localhost:9000
- Does HDFS sink support writing to sequence file in Spring XD?
- Spring XD http-client processor sends text/plain instead of application/json
- How to integrate spring-xd batch jobs with Control-M scheduler
- Spring Batch - Read files from Aws S3
- SpringXD module delete command does not delete the uploaded .jar file
- What are the steps to upgrade Spring XD using the Ambari Plugin?
- Spring XD stream and job persistence
- spring-xd job repository datasource enable oracle fast connection failover
- Using mappedRequestHeaders in Spring XD
Related Questions in PYCAFFE
- In Spring-XD Failed to access http endpoint http://localhost:9000
- Does HDFS sink support writing to sequence file in Spring XD?
- Spring XD http-client processor sends text/plain instead of application/json
- How to integrate spring-xd batch jobs with Control-M scheduler
- Spring Batch - Read files from Aws S3
- SpringXD module delete command does not delete the uploaded .jar file
- What are the steps to upgrade Spring XD using the Ambari Plugin?
- Spring XD stream and job persistence
- spring-xd job repository datasource enable oracle fast connection failover
- Using mappedRequestHeaders in Spring XD
Related Questions in MATCAFFE
- In Spring-XD Failed to access http endpoint http://localhost:9000
- Does HDFS sink support writing to sequence file in Spring XD?
- Spring XD http-client processor sends text/plain instead of application/json
- How to integrate spring-xd batch jobs with Control-M scheduler
- Spring Batch - Read files from Aws S3
- SpringXD module delete command does not delete the uploaded .jar file
- What are the steps to upgrade Spring XD using the Ambari Plugin?
- Spring XD stream and job persistence
- spring-xd job repository datasource enable oracle fast connection failover
- Using mappedRequestHeaders in Spring XD
Popular Questions
- How do I undo the most recent local commits in Git?
- How can I remove a specific item from an array in JavaScript?
- How do I delete a Git branch locally and remotely?
- Find all files containing a specific text (string) on Linux?
- How do I revert a Git repository to a previous commit?
- How do I create an HTML button that acts like a link?
- How do I check out a remote Git branch?
- How do I force "git pull" to overwrite local files?
- How do I list all files of a directory?
- How to check whether a string contains a substring in JavaScript?
- How do I redirect to another webpage?
- How can I iterate over rows in a Pandas DataFrame?
- How do I convert a String to an int in Java?
- Does Python have a string 'contains' substring method?
- How do I check if a string contains a specific word?
Popular Tags
Trending Questions
- UIImageView Frame Doesn't Reflect Constraints
- Is it possible to use adb commands to click on a view by finding its ID?
- How to create a new web character symbol recognizable by html/javascript?
- Why isn't my CSS3 animation smooth in Google Chrome (but very smooth on other browsers)?
- Heap Gives Page Fault
- Connect ffmpeg to Visual Studio 2008
- Both Object- and ValueAnimator jumps when Duration is set above API LvL 24
- How to avoid default initialization of objects in std::vector?
- second argument of the command line arguments in a format other than char** argv or char* argv[]
- How to improve efficiency of algorithm which generates next lexicographic permutation?
- Navigating to the another actvity app getting crash in android
- How to read the particular message format in android and store in sqlite database?
- Resetting inventory status after order is cancelled
- Efficiently compute powers of X in SSE/AVX
- Insert into an external database using ajax and php : POST 500 (Internal Server Error)