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?
263 views Asked by S.EB At
0
There are 0 answers
Related Questions in DEEP-LEARNING
- PHP don't use temp file for upload
- Sparkfun SC16IS750 does not work on Raspberry Pi
- Reserve memory space in m_text memory region of FLASH on embedded target
- SAE J1939 Standards Collection -- How much is necessary?
- How to call multiple slaves for Spi data transmission?
- Deployment over GPRS to embedded devices
- Changing just one byte in SD card sector
- Comparion of values won't work without delay
- Better to pass struct, or pointer to struct?
- STM32F4 Handling peripheral error while making a DMA Transfer (RX)
Related Questions in CAFFE
- PHP don't use temp file for upload
- Sparkfun SC16IS750 does not work on Raspberry Pi
- Reserve memory space in m_text memory region of FLASH on embedded target
- SAE J1939 Standards Collection -- How much is necessary?
- How to call multiple slaves for Spi data transmission?
- Deployment over GPRS to embedded devices
- Changing just one byte in SD card sector
- Comparion of values won't work without delay
- Better to pass struct, or pointer to struct?
- STM32F4 Handling peripheral error while making a DMA Transfer (RX)
Related Questions in PYCAFFE
- PHP don't use temp file for upload
- Sparkfun SC16IS750 does not work on Raspberry Pi
- Reserve memory space in m_text memory region of FLASH on embedded target
- SAE J1939 Standards Collection -- How much is necessary?
- How to call multiple slaves for Spi data transmission?
- Deployment over GPRS to embedded devices
- Changing just one byte in SD card sector
- Comparion of values won't work without delay
- Better to pass struct, or pointer to struct?
- STM32F4 Handling peripheral error while making a DMA Transfer (RX)
Related Questions in MATCAFFE
- PHP don't use temp file for upload
- Sparkfun SC16IS750 does not work on Raspberry Pi
- Reserve memory space in m_text memory region of FLASH on embedded target
- SAE J1939 Standards Collection -- How much is necessary?
- How to call multiple slaves for Spi data transmission?
- Deployment over GPRS to embedded devices
- Changing just one byte in SD card sector
- Comparion of values won't work without delay
- Better to pass struct, or pointer to struct?
- STM32F4 Handling peripheral error while making a DMA Transfer (RX)
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)