Releases

PySceneDetect 0.6

0.6.4 (June 10, 2024)

Release Notes

Includes new histogram and perceptual hash based detectors (thanks @wjs018 and @ash2703), adds flash filter to content detector, and includes various bugfixes. Below shows the scores of the new detectors normalized against detect-content for comparison on a difficult segment with 3 cuts:

Feedback on the new detection methods and their default values is most welcome. Thanks to everyone who contributed for their help and support!

Changelog

[feature] New detectors:
detect-hist / HistogramDetector #295 #53
detect-hash / HashDetector #290
[feature] Add flash suppression filter for detect-content / ContentDetector (enabled by default) #35 #53
- Reduces number of cuts generated during strobing or flashing effects
- Can be configured using --filter-mode option
- --filter-mode = merge (new default) merges consecutive scenes shorter than min-scene-len
- --filter-mode = suppress (previous default) disables generating new scenes until min-scene-len has passed
[feature] Add more templates for save-images filename customization: $TIMECODE, $FRAME_NUMBER, $TIMESTAMP_MS (thanks @Veldhoen0) #395
[bugfix] Remove extraneous console output when using --drop-short-scenes
[bugfix] Fix scene lengths being smaller than min-scene-len when using detect-adaptive / AdaptiveDetector with large values of --frame-window
[bugfix] Fix crash when decoded frames have incorrect resolution and log error instead #319
[bugfix] Update default ffmpeg stream mapping from -map 0 to -map 0:v:0 -map 0:a? -map 0:s? #392

0.6.3 (March 9, 2024)

Release Notes

In addition to some perfromance improvements with the load-scenes command, this release of PySceneDetect includes a significant amount of bugfixes. Thanks to everyone who contributed to the release, including those who filed bug reports and helped with debugging!

Program Changes:

[bugfix] Fix crash for some WebM videos when using save-images with --backend pyav #355
[bugfix] Correct --duration and --end for presentation time when specified as frame numbers #341
[bugfix] Progress bar now has correct frame accounting when --duration or --end are set #341
[bugfix] Only allow load-scenes to be specified once, and disallow with other detect-* commands #347
[bugfix] Disallow -s/--start being larger than -e/--end for the time command
[bugfix] Fix detect-adaptive not respecting --min-scene-len for the first scene
[general] Comma-separated timecode list is now only printed when the list-scenes command is specified #356
[general] Several changes to [list-scenes] config file options:
Add display-scenes and display-cuts options to control output
Add cut-format to control formatting of cut points #349
- Valid values: frames, timecode, seconds
[general] Increase progress bar indent to improve visibility and visual alignment
[improvement] The s suffix for setting timecode values in seconds is no longer required (values without decimal places are still interpreted as frame numbers)
[improvement] load-scenes now skips detection, generating output much faster #347 (thanks @wjs018 for the initial implementation)

API Changes:

[bugfix] Fix AttributeError thrown when accessing aspect_ratio on certain videos using VideoStreamAv #355
[bugfix] Fix circular imports due to partially initialized module for some development environments #350
[bugfix] Fix SceneManager.detect_scenes warning when duration or end_time are specified as timecode strings #346
[bugfix] Ensure correct string conversion behavior for FrameTimecode when rounding is enabled #354
[bugfix] Fix AdaptiveDetector not respecting min_scene_len for the first scene
[feature] Add output_dir argument to split_video_ffmpeg and split_video_mkvmerge functions to set output directory #298
[feature] Add formatter argument to split_video_ffmpeg to allow formatting filenames via callback #359
[general] The frame_img argument to SceneDetector.process_frame() is now required
[general] Remove TimecodeValue from scenedetect.frame_timecode (use typing.Union[int, float, str])
[general] Remove MotionDetector and scenedetect.detectors.motion_detector module (will be reintroduced after SceneDetector interface is stable)
[improvement] scenedetect.stats_manager module improvements:
The StatsManager.register_metrics() method no longer throws any exceptions
Add StatsManager.metric_keys property to query registered metric keys
Deprecate FrameMetricRegistered and FrameMetricNotRegistered exceptions (no longer used)
[improvement] When converting strings representing seconds to FrameTimecode, the s suffix is now optional, and whitespace is ignored (note that values without decimal places are still interpreted as frame numbers)
[improvement] The VideoCaptureAdapter in scenedetect.backends.opencv now attempts to report duration if known

0.6.2 (July 23, 2023)

Release Notes

Includes new load-scenes command, ability to specify a default detector, PyAV 10 support, and several bugfixes. Minimum supported Python version is now Python 3.7.

Command-Line Changes:

[feature] Add load-scenes command to load cuts from list-scenes CSV output #235
[feature] Use detect-adaptive by default if a detector is not specified #329
Default detector can be set by config file with the default-detector option under [global]
[bugfix] Fix -d/--duration and -e/--end options of time command consuming one extra frame #307
[bugfix] Fix incorrect end timecode for final scene when last frame of video is a new scene #307
[bugfix] Expand $VIDEO_NAME before creating output directory for -f/--filename option of split-video, now allows absolute paths
[general] Rename ThresholdDetector (detect-threshold) metric delta_rgb metric to average_rgb
[general] -l/--logfile always produces debug logs now
[general] Remove -a/--all flag from scenedetect version command, now prints all information by default (can still call scenedetect for version number alone)
[general] Add -h/--help options globally and for each command
[general] Remove all option from scenedetect help command (can now call scenedetect help for full reference)

General:

[feature] Add ability to specify method (floor/ceiling) when creating ThresholdDetector, allows fade to white detection #143
[general] Minimum supported Python version is now Python 3.7
[general] Add support for PyAV 10.0 #292
[general] Use platformdirs package instead of appdirs #309
[bugfix] Fix end_time always consuming one extra frame #307
[bugfix] Fix incorrect end timecode for last scene when start_in_scene is True or the final scene contains a single frame #307
[bugfix] Fix MoviePy read next frame #320
[bugfix] Template replacement when generating output now allows lower-case letters to be used as separators in addition to other characters
[api] Make some public functions/methods private (prefixed with _):
get_aspect_ratio function in scenedetect.backends.opencv
mean_pixel_distance and estimated_kernel_size functions in scenedetect.detectors.content_detector
compute_frame_average function in scenedetect.detectors.threshold_detector
scenedetect.cli and scenedetect.thirdparty modules
[api] Remove compute_downscale_factor in scenedetect.video_stream (use scenedetect.scene_manager.compute_downscale_factor instead)
[dist] Updated dependencies in Windows distributions: ffmpeg 6.0, PyAV 10, OpenCV 4.8, removed mkvmerge

Project Updates

Website and documentation is now hosted on Github Pages, documentation can be found at scenedetect.com/docs
Windows and Linux builds are now done on Github Actions, add OSX builds as well
Build matrix has been updated to support Python 3.7 through 3.11 for all operating systems for Python distributions
Windows portable builds have been moved to Github Actions, signed builds/installer is still done on Appveyor
Windows distributions no longer include mkvmerge (can still download for Windows here)

0.6.1 (November 28, 2022)

Release Notes

Includes MoviePy support, edge detection capability for fast cuts, and several enhancements/bugfixes.

Changelog

Command-Line Changes:

[feature] Add moviepy backend wrapping the MoviePy package, uses ffmpeg binary on the system for video decoding
[feature] Edge detection can now be enabled with detect-content and detect-adaptive to improve accuracy in some cases, especially under lighting changes, see new -w/--weights option for more information
- A good starting point is to place 100% weight on the change in a frame's hue, 50% on saturation change, 100% on luma (brightness) change, and 25% on change in edges, with a threshold of 32: detect-adaptive -w 1.0 0.5 1.0 0.25
- Edge differences are typically larger than other components, so you may need to increase -t/--threshold higher when increasing the edge weight (the last component) with detect-content, for example:detect-content -w 1.0 0.5 1.0 0.25 -t 32`
- May be enabled by default in the future once it has been more thoroughly tested, further improvements for detect-content are being investigated as well (e.g. motion compensation, flash suppression)
Short-form of detect-content option --frame-window has been changed from -w to -f to accommodate this change
[enhancement] Progress bar now displays number of detections while processing, no longer conflicts with log message output
[enhancement] When using ffmpeg to split videos, -map 0 has been added to the default arguments so other audio tracks are also included when present (#271)
[enhancement] Add -a flag to version command to print more information about versions of dependencies/tools being used
[enhancement] The resizing method used used for frame downscaling or resizing can now be set using a config file, see [global] option downscale-method and [save-images] option scale-method
[other] Linear interpolation is now used as the default downscaling method (previously was nearest neighbor) for improved edge detection accuracy
[other] Add -c/--min-content-val argument to detect-adaptive, deprecate -d/--min-delta-hsv

General:

[general] Recommend detect-adaptive over detect-content
[feature] Add new backend VideoStreamMoviePy using the MoviePy package`
[feature] Add edge detection to ContentDetector and AdaptiveDetector (#35)
- Add ability to specify content score weights of hue, saturation, luma, and edge differences between frames
- Default remains as 1.0, 1.0, 1.0, 0.0 so there is no change in behavior
- Kernel size used for improving edge overlap can also be customized
[feature] AdaptiveDetector no longer requires a StatsManager and can now be used with frame_skip (#283)
[bugfix] Fix scenedetect.detect() throwing TypeError when specifying stats_file_path
[bugfix] Fix off-by-one error in end event timecode when end_time was set (reported end time was always one extra frame)
[bugfix] Fix a named argument that was incorrect (#299)
[enhancement] Add optional start_time, end_time, and start_in_scene arguments to scenedetect.detect() (#282)
[enhancement] Add -map 0 option to default arguments of split_video_ffmpeg to include all audio tracks by default (#271)
[docs] Add example for using a callback (#273)
[enhancement] Add new VideoCaptureAdapter to make existing cv2.VideoCapture objects compatible with a SceneManager (#276)
- Primary use case is for handling input devices/webcams and gstreamer pipes, see updated examples
- Files, image sequences, and network streams/URLs should continue to use VideoStreamCv2
[api] The SceneManager methods get_cut_list() and get_event_list() are deprecated, along with the base_timecode argument
[api] The base_timecode argument of get_scenes_from_cuts() in scenedetect.stats_manager is deprecated (the signature of this function has been changed accordingly)
[api] Rename AdaptiveDetector constructor parameter min_delta_hsv to `min_content_val
[general] The default crf for split_video_ffmpeg has been changed from 21 to 22 to match command line default
[enhancement] Add interpolation property to SceneManager to allow setting method of frame downscaling, use linear interpolation by default (previously nearest neighbor)
[enhancement] Add interpolation argument to save_images to allow setting image resize method (default remains bicubic)

0.6 (May 29, 2022)

Release Notes

PySceneDetect v0.6 is a major breaking change including better performance, configuration file support, and a more ergonomic API. The new minimum Python version is now 3.6. See the Migration Guide for information on how to port existing applications to the new API. Most users will see performance improvements after updating, and changes to the command-line are not expected to break most workflows.

The main goals of v0.6 are reliability and performance. To achieve this required several breaking changes. The video input API was refactored, and many technical debt items were addressed. This should help the eventual transition to the first planned stable release (v1.0) where the goal is an improved scene detection API.

Both the Windows installer and portable distributions now include signed executables. Many thanks to SignPath, AppVeyor, and AdvancedInstaller for their support.

Changelog

Overview:

Major performance improvements on multicore systems
Configuration file support via command line option or user settings folder
Support for multiple video backends, PyAV is now supported in addition to OpenCV
Breaking API changes to VideoManager (replaced with VideoStream), StatsManager, and save_images()
- See the Migration Guide for details on how to update from v0.5.x
- A backwards compatibility layer has been added to prevent most applications from breaking, will be removed in a future release
Support for Python 2.7 has been dropped, minimum supported Python version is 3.6
Support for OpenCV 2.x has been dropped, minimum OpenCV version is 3.x
Windows binaries are now signed, thanks SignPath.io (certificate by SignPath Foundation)

Command-Line Changes:

Configuration files are now supported, see documentation for details
- Can specify config file path with -c/--config, or create a scenedetect.cfg file in your user config folder
Frame numbers are now 1-based, aligning with most other tools (e.g. ffmpeg) and video editors (#265)
Start/end frame numbers of adjacent scenes no longer overlap (#264)
- End/duration timecodes still include the frame's presentation time
Add --merge-last-scene option to merge last scene if shorter than --min-scene-len
Add -b/--backend option to use a specific video decoding backend
- Supported backends are opencv and pyav
- Run scenedetect help to see a list of backends available on the current system
- Both backends are included with Windows builds
split-video command:
- -c/--copy now uses ffmpeg instead of mkvmerge (#77, #236)
- Add -m/--mkvmerge flag to use mkvmerge instead of ffmpeg (#77)
- Long name for -a has been changed to --args (from --override-args)
detect-adaptive command:
- --drop-short-scenes now works properly with detect-adaptive
detect-content command:
- Default threshold -t/--threshold lowered to 27 to be more sensitive to shot changes (#246)
- Add override for global -m/--min-scene-len option
detect-threshold command:
- Remove -p/--min-percent and -b/--block-size options
- Add override for global -m/--min-scene-len option
save-images command now works when -i/--input is an image sequences
Default backend (OpenCV) is more robust to video decoder failures
-i/--input may no longer be specified multiple times, if required use an external tool (e.g. ffmpeg, mkvmerge) to perform concatenation before processing
-s/--stats no longer loads existing statistics and will overwrite any existing files
-l/--logfile now respects -o/--output
-v/--verbosity now takes precedence over -q/--quiet

API Changes:

New detect() function performs scene detection on a video path, see example here
New open_video() function to handle video input, see example here
split_video_ffmpeg() and split_video_mkvmerge() now take a single path as input
save_images() no longer accepts downscale_factor
- Use scale or height/width arguments to resize images
New VideoStream replaces VideoManager (#213)
- Supports both OpenCV (VideoStreamCv2) and PyAV (VideoStreamAv)
- Improves video seeking invariants, especially around defining what frames 0 and 1 mean for different time properties (frame_number is 1-based whereas position is 0-based to align with PTS)
- See test_time_invariants in tests/test_video_stream.py as a reference of specific behaviours
Changes to SceneManager:
- detect_scenes() now performs video decoding in a background thread, improving performance on most systems
- SceneManager is now responsible for frame downscaling via the downscale/auto_downscale properties
- detect_scenes() no longer shows a progress bar by default, set show_progress=True to restore the previous behaviour
- clear() now clears detectors, as they may be stateful
- get_scene_list() now returns an empty list if there are no detected cuts, specify start_in_scene=True for previous behavior (one scene spanning the entire input)
Changes to StatsManager:
- save_to_csv() now accepts a path or an open file handle
- base_timecode argument has been removed from save_to_csv()
- load_from_csv() is now deprecated and will be removed in v1.0
Changes to FrameTimecode:
- Use rounding instead of truncation when calculating frame numbers to fix incorrect round-trip conversions and improve accuracy (#268)
- Fix previous_frame() generating negative frame numbers in some cases
- FrameTimecode objects can now perform arithmetic with formatted strings, e.g. 'HH:MM:SS.nnn'
Merged constants MAX_FPS_DELTA and MINIMUM_FRAMES_PER_SECOND_DELTA_FLOAT in scenedetect.frame_timecode into new MAX_FPS_DELTA constant
video_manager parameter has been removed from the AdaptiveDetector constructor
split_video_ffmpeg and split_video_mkvmerge function arguments have been renamed and defaults updated:
- suppress_output is now show_output, default is False
- hide_progress is now show_progress, default is False
block_size argument has been removed from the ThresholdDetector constructor
calculate_frame_score method of ContentDetector has been renamed to _calculate_frame_score, use new module-level function of the same name instead
get_aspect_ratio has been removed from scenedetect.platform (use the aspect_ratio property of a VideoStream instead)
Backwards compatibility with v0.5 to avoid breaking most applications on release while still allowing performance improvements

Python Distribution Changes

v0.6.0.3 - Fix missing package description
v0.6.0.2 - Improve error messaging when OpenCV is not installed
v0.6.0.1 - Fix original v0.6 release requiring av to run the scenedetect command

Known Issues

URL inputs are not supported by the save-images or split-video commands
Variable framerate videos (VFR) are not fully supported, and will yield incorrect timestamps (#168)
The detect-threshold option -l/--add-last-scene cannot be disabled
Due to a switch from EXE to MSI for the Windows installer, you may have to uninstall older versions first before installing v0.6

PySceneDetect 0.5

0.5.6.1 (October 11, 2021)

Fix crash when using detect-content or detect-adaptive with latest version of OpenCV (thanks @bilde2910)

0.5.6 (August 15, 2021)

Release Notes

New detection algorithm: detect-adaptive which works similar to detect-content, but with reduced false negatives during fast camera movement (thanks @scarwire and @wjs018)
Images generated by save-images can now be resized via the command line
Statsfiles now work properly with detect-threshold
Removed the -p/--min-percent option from detect-threshold
Add new option -l/--luma-only to detect-content/detect-adaptive to only consider brightness channel (useful for greyscale videos)

Changelog

[feature] New adaptive content detector algorithm detect-adaptive (#153, thanks @scarwire and @wjs018)
[feature] Images generated with the save-images command (scene_manager.save_images() function in the Python API) can now be scaled or resized (#160 and PR #203, thanks @wjs018)
- Images can be resized by a constant scaling factory using -s/--scale (e.g. --scale 0.5 shrinks the height/width by half)
- Images can be resized to a specified height (-h/--height) and/or width (-w/--width), in pixels; if only one is specified, the aspect ratio of the original video is kept
[api] Calling seek() on a VideoManager will now respect the end time if set
[api] The split_video_ functions now return the exit code of invoking ffmpeg or mkvmerge (#209, thanks @AdrienLF)
[api] Removed the min_percent argument from ThresholdDetector as was not providing any performance benefit for the majority of use cases (#178)
[bugfix] The detect-threshold command now works properly with a statsfile (#211, thanks @jeremymeyers)
[bugfix] Fixed crash due to unhandled TypeError exception when using non-PyPI OpenCV packages from certain Linux distributions (#220)
[bugfix] A warning is now displayed for videos which may not be decoded correctly, esp. VP9 (#86, thanks @wjs018)
[api] A named logger is now used for both API and CLI logging instead of the root logger (#205)

Known Issues

Variable framerate videos (VFR) are not fully supported, and will yield incorrect timestamps (#168)
The -l/--add-last-scene option in detect-threshold cannot be disabled
Image sequences or URL inputs are not supported by the save-images or split-video commands (in v0.6 save-images works with image sequences)
Due to the use of truncation for frame number calculation, FrameTimecode objects may be off-by-one when constructed using a float value (#268, fixed in v0.6)

0.5.5 (January 17, 2021)

Release Notes

One of the last major updates before transitioning to the new v0.6.x API
The --min-scene-len/-m option is now global rather than per-detector
There is a new global option --drop-short-scenes to go along with -m
Removed first row from statsfiles so it is a valid CSV file
The progress bar now correctly resizes when the terminal is resized
Image sequences and URLs are now supported for input via the CLI/API
Images exported using the save-images command are now resized to match the display aspect ratio
A new flag -s/--skip-cuts has been added to the list-scenes command to allow standardized processing
The functionality of save-images is now accessible via the Python API through the save_images() function in scenedetect.scene_manager
Under the save-images command, renamed --image-frame-margin to --frame-margin, added short option -m, and increased the default value from 0 to 1 due to instances of the last frame of a video being occasionally missed (set -m 0 to restore original behaviour)

Changelog

[bugfix] Allow image sequences and URLs to be used as inputs (#152 and #188)
[bugfix] Pixel aspect ratio is now applied when using save-images (#195)
[cli] Renamed --image-frame-margin to --frame-margin in save-images command, added short option -m as alias
[bugfix] Fix save-images command not saving the last frame by modifying seeking, as well as increasing default of --frame-margin from 0 to 1
[cli] Make --min-scene-len a global option rather than per-detector (#131, thanks @tonycpsu)
[feature] Added --drop-short-scenes option to remove all scenes smaller than --min-scene-len, instead of merging them
[cli] Add -s/--skip-cuts option to list-scenes command to allow outputting a scene list CSV file as compliant with RFC 4180 (#136)
[enhancement] Removed first row from statsfile to comply with RFC 4180, includes backwards compatibility so existing statsfiles can still be loaded (#136)
[api] Add argument include_cut_list to write_scene_list method in SceneManager to support #136
[api] Removed unused argument base_timecode from StatsManager.load_from_csv() method
[api] Make the base_timecode argument optional on the SceneManager methods get_scene_list(), get_cut_list(), and get_event_list() (#173)
[api] Support for live video stream callbacks by adding new callback argument to the detect_scenes() method of SceneManager (#5, thanks @mhashim6)
[bugfix] Fix unhandled exception causing improper error message when a video fails to load on non-Windows platforms (#192)
[enhancement] Enabled dynamic resizing for progress bar (#193)
[enhancement] Always output version number via logger to assist with debugging (#171)
[bugfix] Resolve RuntimeWarning when running as module (#181)
[api] Add save_images() function to scenedetect.scene_manager module which exposes the same functionality as the CLI save-images command (#88)
[api] Removed close_captures() and release_captures() functions from scenedetect.video_manager module

Known Issues

Certain non-PyPI OpenCV packages may cause a crash with the message TypeError: isinstance() arg 2 must be a type or tuple of types - as a workaround, install the Python OpenCV package by running pip install scenedetect[opencv] (#220)
Image sequences or URL inputs are not supported by the save-images or split-video commands
Variable framerate videos (VFR) are not fully supported, and will yield incorrect timestamps (#168)

0.5.4 (September 14, 2020)

Release Notes

Improved performance when using time and save-images commands
Improved performance of detect-threshold when using a small minimum percent
Fix crash when using detect-threshold with a statsfile
Fix crash when using save-images command under Python 2.7
Support for Python 3.3 and 3.4 has been deprecated (see below)

Changelog

[bugfix] fix detect-threshold crash when using statsfile (#122)
[bugfix] fix save-images command under Python 2.7 (#174, thanks @santiagodemierre)
[bugfix] gracefully exit and show link to FAQ when number of scenes is too large to split with mkvmerge on Windows (see #164
[enhancement] Improved seeking performance, greatly improves performance of the time and save-images commands (#98 and PR #163 - thanks @obroomhall)
[enhancement] improve detect-threshold performance when min-percent is less than 50%
[bugfix] Fixed issue where video loading would fail silently due to multiple audio tracks (#179)
[general] Made tqdm a regular requirement and not an extra (#180)
[general] Support for Python 3.3 and 3.4 has been deprecated. Newer builds may still work on these Python versions, but future releases are not tested against these versions. This decision was made as part of #180

Known Issues

Variable framerate videos are not supported properly currently (#168), a warning may be added in the next release to indicate when a VFR video is detected, until this can be properly resolved (#168)

0.5.3 (July 12, 2020)

Release Notes

Resolved long-standing bug where split-video command would duplicate certain frames at the beginning/end of the output (#93)
This was determined to be caused by copying (instead of re-encoding) the audio track, causing extra frames to be brought in when the audio samples did not line up on a frame boundary (thank you @joshcoales for your assistance)
Default behavior is to now re-encode audio tracks using the aac codec when using split-video (it can be overridden in both the command line and Python interface)
Improved timestamp accuracy when using split-video command to further reduce instances of duplicated or off-by-one frame issues
Fixed application crash when using the -l/--logfile argument

Changelog

[bugfix] Changed default audio codec from 'copy' to 'aac' when splitting scenes with ffmpeg to reduce frequency of frames from next scene showing up at the end of the current one when split using ffmpeg (see #93, #159, and PR #166 - thank you everyone for your assistance, especially joshcoales, amvscenes, jelias, and typoman). If this still occurs, please provide any information you can by filing a new issue on Github.
[enhancement] video_splitter module now has completed documentation
[bugfix] improve timestamp accuracy using the split-video command due to timecode formatting
[bugfix] fix crash when supplying -l/--logfile argument (see #169, thanks @typoman)

Known Issues

Seeking through long videos is inefficient, causing the time and save-images command to take a long time to run. This will be resolved in the next release (see #98)
The save-images command causes PySceneDetect to crash under Python 2.7 (see #174)
Using detect-threshold with a statsfile causes PySceneDetect to crash (see #122)
Variable framerate videos are not supported properly currently (#168), a warning may be added in the next release to indicate when a VFR video is detected, until this can be properly resolved (#168)
Videos with multiple audio tracks may not work correctly, see this comment on #179 for a workaround using ffmpeg or mkvmerge

0.5.2 (March 29, 2020)

[enhancement] --min-duration now accepts a timecode in addition to frame number (#128, thanks @tonycpsu)
[feature] Add --image-frame-margin option to save-images command to ignore a number of frames at the start/end of a scene (#129, thanks @tonycpsu)
[bugfix] --min-scene-len option was not respected by first scene (#105, thanks @charlesvestal)
[bugfix] Splitting videos with an analyzed duration only splits within analyzed area (#106, thanks @charlesvestal)
[bugfix] Improper start timecode applied to the split-video command when using ffmpeg (#93, thanks @typoman)
[bugfix] Added links and filename sanitation to html output (#139 and #140, thanks @wjs018)
[bugfix] UnboundLocalError in detect_scenes when frame_skip is larger than 0 (#126, thanks @twostarxx)

0.5.1.1 (August 3, 2019)

minor re-release of v0.5.1 which updates the setup.py file to return OpenCV as an optional dependency
to install from pip now with all dependencies: pip install scenedetect[opencv,progress_bar]
to install only PySceneDetect: pip install scenedetect (separate OpenCV installation required)
the release notes of v0.5.1 have been modified to include the prior command
no change to PySceneDetect program version
[feature] add get_duration method to VideoManager (#109, thanks @arianaa30)

0.5.1 (July 20, 2019)

[feature] Add new export-html command to the CLI (thanks @wjs018)
[bugfix] VideoManager read function failed on multiple videos (thanks @ivan23kor)
[bugfix] Fix crash when no scenes are detected (#79, thanks @raj6996)
[bugfix] Fixed OpenCV not getting installed due to missing dependency (#73)
[enhance] When no scenes are detected, the whole video is now returned instead of nothing (thanks @piercus)
Removed Windows installer due to binary packages now being available, and to streamline the release process (see #102 for more information). When you type pip install scenedetect[opencv,progress_bar], all dependencies will be installed.

0.5 (August 31, 2018)

major release, includes stable Python API with examples and updated documentation
numerous changes to command-line interface with addition of sub-commands (see the new manual for updated usage information)
[feature] videos are now split using ffmpeg by default, resulting in frame-perfect cuts (can still use mkvmerge by specifying the -c/--copy argument to the split-video command)
[enhance] image filename numbers are now consistent with those of split video scenes (PR #39, thanks @e271828-)
[enhance] 5-10% improvement in processing performance due to reduced memory copy operations (PR #40, thanks @elcombato)
[enhance] updated exception handling to raise proper standard exceptions (PR #37, thanks @talkain)
several fixes to the documentation, including improper dates and outdated CLI arguments (PR #26 and #, thanks @elcombato, and @colelawrence)
numerous other PRs and issues/bug reports that have been fixed - there are too many to list individually here, so I want to extend a big thank you to everyone who contributed to making this release better
[enhance] add Sphinx-generated API documentation (available at: http://manual.scenedetect.com)
[project] move from BSD 2-clause to 3-clause license

PySceneDetect 0.4

0.4 (January 14, 2017)

major release, includes integrated scene splitting via mkvmerge, changes meaning of -o / --output option
[feature] specifying -o OUTPUT_FILE.mkv will now automatically split the input video, generating a new video clip for each detected scene in sequence, starting with OUTPUT_FILE-001.mkv
[enhance] CSV file output is now specified with the -co / --csv-output option (note, used to be -o in versions of PySceneDetect < 0.4)

PySceneDetect 0.3-beta

0.3.6 (January 12, 2017)

[enhance] performance improvement when using --frameskip option (thanks @marcelluzs)
[internal] moved application state and shared objects to a consistent interface (the SceneManager object) to greatly reduce the number of required arguments for certain API functions
[enhance] added installer for Windows builds (64-bit only currently)

0.3.5 (August 2, 2016)

[enhance] initial release of portable build for Windows (64-bit only), including all dependencies
[bugfix] fix unrelated exception thrown when video could not be loaded (thanks @marcelluzs)
[internal] fix variable name typo in API documentation

0.3.4 (February 8, 2016)

[enhance] add scene length, in seconds, to output file (-o) for easier integration with ffmpeg/libav
[enhance] improved performance of content detection mode by caching intermediate HSV frames in memory (approx. 2x faster)
[enhance] show timecode values in terminal when using extended output (-l)
[feature] add fade bias option (-fb / --fade-bias) to command line (threshold mode only)

0.3.3 (January 27, 2016)

[bugfix] output scenes are now correctly written to specified output file when using -o flag (fixes #11)
[bugfix] fix indexing exception when using multiple scene detectors and outputting statistics
[internal] distribute package on PyPI, version move from beta to stable
[internal] add function to convert frame number to formatted timecode
[internal] move file and statistic output to Python csv module

0.3.2-beta (January 26, 2016)

[feature] added -si / --save-images flag to enable saving the first and last frames of each detected scene as an image, saved in the current working directory with the original video filename as the output prefix
[feature] added command line options for setting start and end times for processing (-st and -et)
[feature] added command line option to specify maximum duration to process (-dt, overrides -et)

0.3.1-beta (January 23, 2016)

[feature] added downscaling/subsampling option (-df / --downscale-factor) to improve performance on higher resolution videos
[feature] added frameskip option (-fs / --frame-skip) to improve performance on high framerate videos, at expense of frame accuracy and possible inaccurate scene cut prediction
[enhance] added setup.py to allow for one-line installation (just run python setup.py install after downloading and extracting PySceneDetect)
[internal] additional API functions to remove requirement on passing OpenCV video objects, and allow just a file path instead

0.3-beta (January 8, 2016)

major release, includes improved detection algorithms and complete internal code refactor
[feature] content-aware scene detection using HSV-colourspace based algorithm (use -d content)
[enhance] added CLI flags to allow user changes to more algorithm properties
[internal] re-implemented threshold-based scene detection algorithm under new interface
[internal] major code refactor including standard detection algorithm interface and API
[internal] remove statistics mode until update to new detection mode interface

PySceneDetect 0.2-alpha

0.2.4-alpha (December 22, 2015)

[bugfix] updated OpenCV compatibility with self-reported version on some Linux distributions

0.2.3-alpha (August 7, 2015)

[bugfix] updated PySceneDetect to work with latest OpenCV module (ver > 3.0)
[bugfix] added compatibility/legacy code for older versions of OpenCV
[feature] statsfile generation includes expanded frame metrics

0.2.2-alpha (November 25, 2014)

[feature] added statistics mode for generating frame-by-frame analysis (-s / --statsfile flag)
[bugfix] fixed improper timecode conversion

0.2.1-alpha (November 16, 2014)

[enhance] proper timecode format (HH:MM:SS.nnnnn)
[enhance] one-line of CSV timecodes added for easy splitting with external tool

0.2-alpha (June 9, 2014)

[enhance] now provides discrete scene list (in addition to fades)
[feature] ability to output to file (-o / --output flag)

PySceneDetect 0.1-alpha

0.1-alpha (June 8, 2014)

first public release
[feature] threshold-based fade in/out detection

Development

PySceneDetect 0.6.5 (TBD)

[bugfix] Fix new detectors not working with default-detector config option
[bugfix] Fix crash when using save-images/save_images() with OpenCV backend #455
[general] Timecodes of the form MM:SS[.nnn] are now processed correctly #443
[feature] Add new --show flag to export-html command to launch browser after processing (#442)
[improvement] The export-html command now implicitly invokes save-images with default parameters
- The output of the export-html command will always use the result of the save-images command that precedes it
[general] Updates to Windows distributions:
- The MoviePy backend is now included with Windows distributions
- Bundled Python interpreter is now Python 3.13
- Updated PyAV 10 -> 13.1.0 and OpenCV 4.10.0.82 -> 4.10.0.84
[improvement] save_to_csv now works with paths from pathlib
[bugfix] Fix SyntaxWarning due to incorrect escaping #400
[bugfix] Fix ContentDetector crash when using callbacks #416 #420
[api] The save_to_csv function now works correctly with paths from the pathlib module
[api] Add col_separator and row_separator args to write_scene_list function in scenedetect.scene_manager
[feature] Add ability to configure CSV separators for rows/columns in config file #423