I am using a large bitmap image for my application. While using the application, I get an out-of-memory error. My question is: how do I reduce the image size without reducing the resolution in android? Is there any other way to avoid an out-of-memory error?
you can use softreference for your bitmap here is link that might be helpful for you
Out of memory exception due to large bitmap size
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I would like to load, process and store high resolution image. In spite of largeHeap="true" option in AndroidManifest.xml, when some high resolution image was loaded, OOM exception was occurred frequently.
By googling, I knew that using JNI can load bitmap to native heap on lower version than Android 3.0. If so, how can I use native heap for bitmap on higher version of it? still JNI?
In my opinion, you should decode and process each part of big bitmap instead of process whole the bitmap. It'll help to avoid OOM.
BitmapRegionDecoder can be used to decode a rectangle region from an image. Hope it can help.
I am not sure that what do you mean by "process", but you could use the following library if you need to load large data and then zoom in to extract more details
https://github.com/davemorrissey/subsampling-scale-image-view
I'm writing a camera app and when I take a picture, I receive a byte [], decode it into a Bitmap and rotate it before saving it to JPEG. I'm rotating the photo using a native library, however the bitmap is still decoded from a byte[] into memory for this (still, allows me to keep 1 Bitmap instead of 2). So essentially there's 1 place in my code where I require a lot of memory and OOM on some devices where heap is low and cameras are stupid-megapixels. Any suggestions how to fix this without on loosing image quality?
I don't think I want to use largeHeap="true"
Should I forget about rotation and just set EXIF?
Also I'm not so keen on trying to 'predict' if I will OOM as the math's not adding up: Android OutOfMemory when GC reports free memory?
Any suggestions how to fix this without on loosing image quality?
Use android:largeHeap="true".
Or, use some other native library that allows you to hand over the byte[] and does the rotation and saving to disk for you, to avoid the Bitmap and any Java-level processing of the huge thing.
Or, if your minSdkVersion is 19, and the rest of your logic supports it, use inBitmap on BitmapFactory.Options to try to reuse an already-allocated Bitmap object rather than allocate a fresh one. This option is available on earlier versions of Android, but for those it has to be an exact match in terms of resolution; on 19+, the Bitmap to be reused just has to be big enough to handle what you are trying to load into it.
I don't think I want to use largeHeap="true"
It may not help (not all devices will give you a larger heap), and there are costs to the user for the larger heap limit. That being said, manipulating big camera images is difficult without more memory, whether that is in the Java heap or represents allocations from the OS from native code.
Should I forget about rotation and just set EXIF?
That's certainly another possibility, though various things, like ImageView, seem to ignore EXIF headers.
I'm not so keen on trying to 'predict' if I will OOM as the math's not adding up
In part, that's because Dalvik does not have a compacting/moving GC, and ART only has one while your app is not in the foreground. OutOfMemoryError means that there is no single contiguous free block of memory for what you are trying to allocate.
You might not have enough memory to create a rotated copy of a large bitmap.
You could instead paint a rotated image of the original.
Furthermore there are things that need to be considered when processing images:
Always load images scaled to the size of the ImageView.
Always recycle your images
Consider using largeHeap=true if you still have issues. Android might be growing the heap size too slowly (see https://stackoverflow.com/a/14462026/1390015).
I am Working with one android tablet application in which lots of work with Images.
i have to load hundred of large bitmap images in scroll view. one image is around 1Mb to 3 Mb.
i have already scale images using bitmap factory and sample size, and also load all the images in Async task.
i am loading all the images from SD card.
Still facing OUT OF MEMORY issue after scrolling some images.
any help would be appreciated.
thanks in advance.
hi hope your solution.
you can user Univarsal Image Loader. This is better api for image download and store in catch. and get from catch. it's a great api for image operation.
this case is often come while we getting bitmap so just use lazy loading. just take a look on this example
http://sunil-android.blogspot.in/2013/09/lazy-loading-image-download-from.html
To prevent your application from soaking up CPU time without getting anything done, the JVM throws this Error so that you have a chance of diagnosing the problem.
Its because of large bitmap memory in stored in native area
so it better i suggest you use libraries like Universal Image Loader or
Bitmap Fun from android
You have to find out when the OOM error occurs. Is it when you have too much bitmap cache in memory without releasing or you just meet it when you're decoding certain bitmap?
For the first situation, I think you should manage your bitmap cache yourself or using some effective 3rd-party library which mentions above.
For the second situation, I've met it on some low-performance mobile(usually with 512MB or less memory), when you decode a bitmap to requested size, it may needs a rather large memory to store the bitmap, for 240dpi devices, it's about 800 * 480 * 4 = 1.5MB, however you may fail to allocate that much memory on some machines cause they may have strict memory manage strategy to prevent that much memory allocation. You should just catch the OOM error and continue rather than get a crush.
Loading a bitmap in 1280x800 display will take 1280x800x4 byte (~4MB) memory. Java heap size is limited (~50MB) so you can not use lots of large bitmaps in your app. Using cache and reusing bitmap objects are necessary while working with bitmaps but another useful trick is to use larger hip size! to do so, add android:largeHeap="true" to Application tag in your manifest. It increases hip size to 4 or 5 times larger (~250MB) than normal. I hope this help other people reaching this thread while they search!
I am trying to analyze the heap dump of my android app. The analyzer MAT shows
me this message
The class "android.content.res.Resources", loaded by "", occupies 12,084,776 (87.38%) bytes. The memory is accumulated in one instance of "java.lang.Object[]" loaded by "".
What do I do about this? I want to avoid OutOfMemoryError.
As almuneef mentioned, this is mostly seen when the size of your resources is large. Are you trying to load a bitmap?
You might want to look at Android memory allocation
Your problem is due to the large resources. Just reduce the size of your resources and your issue will be fixed.
If your resources are in .png format then change it to jpeg and you can easily reduce the quality of the image (size also reduces considerably for even a small loss in quality)
Hope this will fix your out of memory issues
Don’t worry about “android.content.res.Resources”，It was loaded by system，
I was recently trying to use a large bitmap and put it into my app using decoderesources of the bitmap factory. I was wondering what the problem is and why I keep getting a VM out of budget error.
I am assuming this question is for Android.
If so, BitmapFactory leaks memory because the VM budget is full. The reason the VM budget is full is because the images are too large and the space for allocating such images is ONLY so much. So you either have to decrease the size of you image or scale it using createscaledbitmap(). This is not your fault, this is an Android bug. It has been asked too many times on this site.
Thanks,