FreeImage VS OpenCV

>>>> Starting at : Tue Feb 21 18:40:50 2023 Lightworks 2022.3 (Release, build Lw : 136244 Dependencies : 135951 dated Aug 11 2022) OS Version : OSX;Version 13.2.1 (Build 22D68) Available memory : 7.9 GB Total memory : 16.0 GB Virtual Address Range : 33.6 GB Number of CPUs : 10 User has admin rights : No Graphics driver : Apple OpenGL version : 2.1 Metal - 83 18:40:50.450: Setting project base directory /Users/ashleymcglone/Lightworks/Projects/ 18:40:50.453: Starting window manager 18:40:50.456: FreeImage version: 3.18.0 This program uses FreeImage, a free, open source image library supporting all common bitmap formats. See http://freeimage.sourceforge.net for details 18:40:50.672: Checking library versions.. ------------------------------------------------------------------------------------- 18:40:51.059: Starting JUCE message manager 18:40:51.060: ------ Loading plugin : QScan ------ 18:40:51.061: Success 18:40:51.061: ------ Loading plugin : r3d ------ ---------------- OpenCLProgramBase::make() : clBuildProgram() success --------------- ------------------------------------------------------------------------------------- 18:40:51.503: Success 18:40:51.503: ------ Loading plugin : CameraRaw ------ 18:40:52.013: Success 18:40:52.013: ------ Loading plugin : aaf ------ 18:40:52.095: Success 18:40:52.095: ------ Loading plugin : ExportCodecs ------ 18:40:52.227: Low level components: MainConcept VC1 Encoder (10.6.18.6655) 18:40:52.312: Low level components: N/A (10.6.18.6655) 18:40:52.609: (repeated 2 times) 18:40:52.609: Low level components: N/A (10.6.18.6655), N/A (10.6.18.6655) 18:40:52.629: Low level components: MainConcept MPEG-4 Video Encoder (10.6.18.6655) 18:40:52.774: Low level components: MainConcept MPEG-1/2 Video Encoder (0.0.0.0), MainConcept MPEG-1/2 SmartRenderer (10.6.19.1289) 18:40:53.035: Low level components: N/A (10.6.18.6655) 18:40:53.502: Low level components: N/A (10.6.19.1289) 18:40:53.537: Low level components: N/A (10.6.18.6655) 18:40:53.768: Low level components: MainConcept (Broadcast) AVC/H.264 Encoder (10.6.18.6655) 18:40:53.983: Low level components: MainConcept AVC/H.264 Encoder (10.6.18.6655) 18:40:54.040: Low level components: N/A (10.6.18.6655) 18:40:54.089: Low level components: MainConcept DVCPro50 Encoder (0.0.0.0), N/A (10.6.18.6655) 18:40:54.164: Low level components: N/A (10.6.18.6655), N/A (10.6.19.1289) 18:40:54.182: Low level components: N/A (10.6.18.6655) 18:40:54.257: (repeated 2 times) 18:40:54.257: Plugins loaded: 17 (full: 16, demo: 0, free: 1) 18:40:54.259: Success 18:40:54.259: ------ Loading plugin : ffmpeg ------ 18:40:54.286: Success 18:40:54.286: ------ Loading plugin : Cineform ------ 18:40:54.292: Success 18:40:54.292: ------ Loading plugin : uiopt ------ 18:40:54.305: Success 18:40:54.305: ------ Loading plugin : DeckLink_drv ------ 18:40:54.312: Decklink: Driver not installed 18:40:54.312: Success 18:40:54.312: ------ Loading plugin : fxdrv ------ 18:40:54.927: Success 18:40:54.927: ------ Loading plugin : SharedSoftDrv ------ 18:40:54.961: Success 18:40:54.961: ------ Loading plugin : DNxHD ------ 18:40:55.124: Success 18:40:55.124: ------ Loading plugin : xml ------ 18:40:55.157: Success 18:40:55.157: ------ Loading plugin : AmazingMusicTracks ------ 18:40:55.180: Success 18:40:55.180: ------ Loading plugin : export ------ 18:40:55.191: Success 18:40:55.191: ------ Loading plugin : CloudServices ------ 18:40:55.206: Success 18:40:55.206: ------ Loading plugin : Pond5 ------ 18:40:55.227: Success 18:40:55.227: ------ Loading plugin : omf ------ 18:40:55.264: Success 18:40:55.264: ------ Loading plugin : AudioNetwork ------ 18:40:55.286: Skipped 18:40:55.286: ------ Loading plugin : dng ------ 18:40:55.457: Success 18:40:55.457: ------ Loading plugin : vimeo ------ 18:40:55.476: Success 18:40:55.476: ------ Loading plugin : codecs ------ 18:40:56.332: Success 18:40:56.332: ------ Loading plugin : VideoToolbox ------ 18:40:56.334: Success 18:40:56.335: ------ Loading plugin : CoreAudio ------ 18:40:56.413: channels: 2, samplerate 48000.000000 18:40:56.413: Using default audio device 18:40:56.414: 4 devices 18:40:56.414: MacBook Pro Microphone 18:40:56.414: Pro Tools Aggregate I/O 18:40:56.416: ZoomAudioDevice 18:40:56.416: Success 18:40:56.416: ------ Loading plugin : EsWrappers ------ 18:40:56.502: Success 18:40:56.502: ------ Loading plugin : plugplug ------ 18:40:56.575: Success 18:40:56.575: ------ Loading plugin : ProjectShare ------ 18:40:56.597: Success 18:40:56.597: ------ Loading plugin : LwConsole ------ 18:40:56.612: Success 18:40:56.612: ------ Loading plugin : AJA ------ 18:40:56.769: Success 18:40:56.789: Info: scanning /Library/Audio/Plug-Ins/VST3/Melodyne.vst3, name: Melodyne 18:40:56.789: Info: scanning /Library/Audio/Plug-Ins/VST3/#TCrusher.vst3, name: #TCrusher 18:40:56.789: Info: scanning /Library/Audio/Plug-Ins/VST3/#TCrossover.vst3, name: #TCrossover 18:40:56.789: Info: scanning /Library/Audio/Plug-Ins/VST3/#TPhaser.vst3, name: #TPhaser 18:40:56.789: Info: scanning /Library/Audio/Plug-Ins/VST3/#TLimiter.vst3, name: #TLimiter 18:40:56.789: Info: scanning /Library/Audio/Plug-Ins/VST3/#TBus Compressor.vst3, name: #TBus Compressor 18:40:56.789: Info: scanning /Library/Audio/Plug-Ins/VST3/#TDelay Studio.vst3, name: #TDelay Studio 18:40:56.789: Info: scanning /Library/Audio/Plug-Ins/VST3/#TTape Delay.vst3, name: #TTape Delay 18:40:56.789: Info: scanning /Library/Audio/Plug-Ins/VST3/#TReverber8.vst3, name: #TReverber8 18:40:56.789: Info: scanning /Library/Audio/Plug-Ins/VST3/#TEqualiser.vst3, name: #TEqualiser 18:40:56.789: Info: scanning /Library/Audio/Plug-Ins/VST3/#TChorus.vst3, name: #TChorus 18:40:56.789: Info: scanning /Library/Audio/Plug-Ins/VST3/#TStereo Delay.vst3, name: #TStereo Delay 18:40:56.789: Info: scanning /Library/Audio/Plug-Ins/VST3/#TCompressor.vst3, name: #TCompressor 18:40:56.789: Info: scanning /Library/Audio/Plug-Ins/VST3/#TFlanger.vst3, name: #TFlanger 18:40:56.789: Info: scanning /Library/Audio/Plug-Ins/VST3/#TDucker.vst3, name: #TDucker 18:40:56.789: Info: scanning /Library/Audio/Plug-Ins/VST3/#TAuto Filter.vst3, name: #TAuto Filter 18:40:56.789: Info: scanning /Library/Audio/Plug-Ins/VST3/#TGate Expander.vst3, name: #TGate Expander 18:40:56.789: Info: scanning AUVectorPanner, name: AUVectorPanner 18:40:56.789: Info: scanning AUSphericalHeadPanner, name: AUSphericalHeadPanner 18:40:56.789: Info: scanning HRTFPanner, name: HRTFPanner 18:40:56.789: Info: scanning AUSoundFieldPanner, name: AUSoundFieldPanner 18:40:56.789: Info: scanning AUMixer, name: AUMixer 18:40:56.789: Info: scanning AUMatrixMixer, name: AUMatrixMixer 18:40:56.789: Info: scanning AUMultiSplitter, name: AUMultiSplitter 18:40:56.789: Info: scanning AUMultiChannelMixer, name: AUMultiChannelMixer 18:40:56.789: Info: scanning AUMixer3D, name: AUMixer3D 18:40:56.789: Info: scanning AUSpatialMixer, name: AUSpatialMixer 18:40:58.074: Info: scanning AUSampler, name: AUSampler 18:40:58.074: Info: scanning AUMIDISynth, name: AUMIDISynth 18:40:58.074: Info: scanning DLSMusicDevice, name: DLSMusicDevice 18:40:58.074: Info: scanning Melodyne, name: Melodyne 18:40:58.074: Info: scanning AUSpeechSynthesis, name: AUSpeechSynthesis 18:40:58.074: Info: scanning AUScheduledSoundPlayer, name: AUScheduledSoundPlayer 18:40:58.074: Info: scanning AUNetReceive, name: AUNetReceive 18:40:58.074: Info: scanning AUAudioFilePlayer, name: AUAudioFilePlayer 18:40:58.074: Info: scanning AUSoundIsolation, name: AUSoundIsolation 18:40:58.164: Info: scanning AUPitch, name: AUPitch 18:40:58.165: Info: scanning AUSampleDelay, name: AUSampleDelay 18:40:58.165: Info: scanning AUReverb2, name: AUReverb2 18:40:58.165: Info: scanning AURogerBeep, name: AURogerBeep 18:40:58.165: Info: scanning AURoundTripAAC, name: AURoundTripAAC 18:40:58.165: Info: scanning AUParametricEQ, name: AUParametricEQ 18:40:58.165: Info: scanning AUNewPitch, name: AUNewPitch 18:40:58.165: Info: scanning AUNetSend, name: AUNetSend 18:40:58.165: Info: scanning AUNBandEQ, name: AUNBandEQ 18:40:58.165: Info: scanning AUMatrixReverb, name: AUMatrixReverb 18:40:58.165: Info: scanning AUMultibandCompressor, name: AUMultibandCompressor 18:40:58.165: Info: scanning AULowShelfFilter, name: AULowShelfFilter 18:40:58.165: Info: scanning AULowpass, name: AULowpass 18:40:58.165: Info: scanning AUPeakLimiter, name: AUPeakLimiter 18:40:58.165: Info: scanning AUHighShelfFilter, name: AUHighShelfFilter 18:40:58.165: Info: scanning AUHipass, name: AUHipass 18:40:58.165: Info: scanning AUGraphicEQ, name: AUGraphicEQ 18:40:58.165: Info: scanning AUFilter, name: AUFilter 18:40:58.165: Info: scanning AUDistortion, name: AUDistortion 18:40:58.166: Info: scanning AUDelay, name: AUDelay 18:40:58.166: Info: scanning AUDynamicsProcessor, name: AUDynamicsProcessor 18:40:58.166: Info: scanning AUBandpass, name: AUBandpass 18:40:58.166: Info: scanning #TTape Delay, name: #TTape Delay 18:40:58.166: Info: scanning #TStereo Delay, name: #TStereo Delay 18:40:58.166: Info: scanning #TReverber8, name: #TReverber8 18:40:58.166: Info: scanning #TPhaser, name: #TPhaser 18:40:58.166: Info: scanning #TLimiter, name: #TLimiter 18:40:58.166: Info: scanning #TGate/Expander, name: Expander 18:40:58.166: Info: scanning #TFlanger, name: #TFlanger 18:40:58.166: Info: scanning #TEqualiser, name: #TEqualiser 18:40:58.166: Info: scanning #TDucker, name: #TDucker 18:40:58.166: Info: scanning #TDelay Studio, name: #TDelay Studio 18:40:58.166: Info: scanning #TCrossover, name: #TCrossover 18:40:58.166: Info: scanning #TCompressor, name: #TCompressor 18:40:58.166: Info: scanning #TChorus, name: #TChorus 18:40:58.166: Info: scanning #TCrusher, name: #TCrusher 18:40:58.166: Info: scanning #TBus Compressor, name: #TBus Compressor 18:40:58.166: Info: scanning #TAuto Filter, name: #TAuto Filter 18:40:58.167: Info: creating JUCE instance for #TCrusher 18:40:58.816: Info: creating JUCE instance for #TCrossover 18:40:59.293: Info: creating JUCE instance for #TPhaser 18:40:59.739: Info: creating JUCE instance for #TLimiter 18:41:00.187: Info: creating JUCE instance for #TBus Compressor 18:41:00.473: Info: creating JUCE instance for #TDelay Studio 18:41:00.946: Info: creating JUCE instance for #TTape Delay 18:41:01.410: Info: creating JUCE instance for #TReverber8 18:41:01.872: Info: creating JUCE instance for #TEqualiser 18:41:02.344: Info: creating JUCE instance for #TChorus 18:41:02.803: Info: creating JUCE instance for #TStereo Delay 18:41:03.078: Info: creating JUCE instance for #TFlanger 18:41:03.481: Info: creating JUCE instance for #TAuto Filter 18:41:03.935: Info: creating JUCE instance for #TGate/Expander 18:41:04.389: Info: creating JUCE instance for AUSpeechSynthesis 18:41:04.746: Info: creating JUCE instance for AUScheduledSoundPlayer 18:41:04.746: Info: creating JUCE instance for AUNetReceive 18:41:04.851: Info: creating JUCE instance for AUAudioFilePlayer 18:41:12.078: Loaded device System Sound 18:41:12.078: Found capture source ScreenCapture 18:41:12.078: Found capture source CoreAudio Capture 18:41:12.079: Activating System Sound interrupt 18:41:12.080: Found capture source ScreenCapture 18:41:12.080: Found capture source CoreAudio Capture 18:41:12.080: Activating System Sound interrupt 18:41:12.085: EditManager::setCurrentProject( P0001000 ) 18:41:12.146: Info: creating instance data for \TEK\AUD\FX\PLUGINS\AudioUnit-AUSoundIsolation-3367e49b-766a7f67 18:41:12.146: Info: called createInternalInstance() for \TEK\AUD\FX\PLUGINS\AudioUnit-AUSoundIsolation-3367e49b-766a7f67 18:41:12.146: Info: attempting to create processor instance for type: \TEK\AUD\FX\PLUGINS\AudioUnit-AUSoundIsolation-3367e49b-766a7f67 18:41:12.146: Info: creating JUCE instance for AUSoundIsolation 18:41:12.665: (repeated 2 times) 18:41:12.665: Created audio plugin: AUSoundIsolation 18:41:12.665: Info: assigning internal instance: AUSoundIsolation 18:41:12.665: Warning: Sound to Isolate had an unsafe default value 18:41:12.665: Info: restoring parameters for AUSoundIsolation 18:41:12.665: Warning: Sound to Isolate had an unsafe default value 18:41:12.666: Info: creating instance data for \TEK\AUD\FX\PLUGINS\AudioUnit-AUSoundIsolation-3367e49b-766a7f67 18:41:12.666: Info: called createInternalInstance() for \TEK\AUD\FX\PLUGINS\AudioUnit-AUSoundIsolation-3367e49b-766a7f67 18:41:12.666: Info: attempting to create processor instance for type: \TEK\AUD\FX\PLUGINS\AudioUnit-AUSoundIsolation-3367e49b-766a7f67 18:41:12.666: Info: creating JUCE instance for AUSoundIsolation 18:41:13.110: (repeated 2 times) 18:41:13.110: Created audio plugin: AUSoundIsolation 18:41:13.110: Info: assigning internal instance: AUSoundIsolation 18:41:13.110: Warning: Sound to Isolate had an unsafe default value 18:41:13.110: Info: restoring parameters for AUSoundIsolation 18:41:13.110: Warning: Sound to Isolate had an unsafe default value 18:41:13.119: (repeated 3 times) 18:41:13.119: Added media location : /Users/ashleymcglone/Lightworks/Media/Material/ 18:41:13.119: Added media location : /Users/ashleymcglone/Lightworks/Media/Sound/ 18:41:42.641: EditManager::setCurrentProject( U00-88a70b20-4194-5845-937c-a4a5e7619c0e ) 18:41:42.646: ProjectFilterManager : built 9 filters in 2ms 18:41:42.647: MediaFileToClipMap : found 0 clips in 1ms 18:41:42.647: ----- Entered project 'Bill' (5 logs) ----- 18:41:42.754: Using LwOverlayResource [Lw Overlay Resource] 18:41:42.792: Detected variable/unusual frame rate: 24.00 - 25.00 18:41:42.793: Open "/Users/ashleymcglone/Downloads/Testimonies/Bill Final/09182022_080037.mov" with EsWrapper FileReader for eAudioEssence 18:41:42.798: Detected variable/unusual frame rate: 23.08 - 25.00 18:41:42.798: Open "/Users/ashleymcglone/Downloads/Testimonies/Bill Final/09182022_080031.mov" with EsWrapper FileReader for eAudioEssence 18:41:42.798: Open "/Users/ashleymcglone/Downloads/Testimonies/Bill Final/Bill.wav" with Software FileReader for eAudioEssence 18:41:42.822: Detected variable/unusual frame rate: 24.00 - 25.00 18:41:42.823: reopen "/Users/ashleymcglone/Downloads/Testimonies/Bill Final/09182022_080037.mov" with FFmpeg for eVideoEssence 18:41:43.060: Open "/Users/ashleymcglone/Downloads/Testimonies/Bill Final/09182022_080037.mov" with FFmpeg for eVideoEssence 19:08:49.242: Detected variable/unusual frame rate: 24.00 - 25.00 19:08:49.243: reopen "/Users/ashleymcglone/Downloads/Testimonies/Bill Final/09182022_080037.mov" with FFmpeg for eVideoEssence 19:08:49.495: Open "/Users/ashleymcglone/Downloads/Testimonies/Bill Final/09182022_080037.mov" with FFmpeg for eVideoEssence 19:08:53.684: Detected variable/unusual frame rate: 24.00 - 25.00 19:08:53.684: reopen "/Users/ashleymcglone/Downloads/Testimonies/Bill Final/09182022_080037.mov" with FFmpeg for eVideoEssence 19:08:53.953: Open "/Users/ashleymcglone/Downloads/Testimonies/Bill Final/09182022_080037.mov" with FFmpeg for eVideoEssence 19:09:04.126: Detected variable/unusual frame rate: 24.00 - 25.00 19:09:04.126: reopen "/Users/ashleymcglone/Downloads/Testimonies/Bill Final/09182022_080037.mov" with FFmpeg for eVideoEssence 19:09:04.366: Open "/Users/ashleymcglone/Downloads/Testimonies/Bill Final/09182022_080037.mov" with FFmpeg for eVideoEssence 19:09:28.308: Detected variable/unusual frame rate: 24.00 - 25.00 19:09:28.309: reopen "/Users/ashleymcglone/Downloads/Testimonies/Bill Final/09182022_080037.mov" with FFmpeg for eVideoEssence 19:09:28.542: Open "/Users/ashleymcglone/Downloads/Testimonies/Bill Final/09182022_080037.mov" with FFmpeg for eVideoEssence 19:09:28.843: EditManager::setCurrentProject( P0001000 ) 19:09:28.952: Closing down VTR subsystem....19:09:28.952: done 19:09:29.079: ------ Unloading plugin : SharedSoftDrv ------ 19:09:29.081: ------ Unloading plugin : DNxHD ------ 19:09:29.085: ------ Unloading plugin : xml ------ 19:09:29.089: ------ Unloading plugin : AmazingMusicTracks ------ 19:09:29.092: ------ Unloading plugin : export ------ 19:09:29.095: ------ Unloading plugin : CloudServices ------ 19:09:29.096: ------ Unloading plugin : Pond5 ------ 19:09:29.099: ------ Unloading plugin : omf ------ 19:09:29.102: ------ Unloading plugin : dng ------ 19:09:29.105: ------ Unloading plugin : vimeo ------ 19:09:29.108: ------ Unloading plugin : codecs ------ 19:09:29.117: ------ Unloading plugin : VideoToolbox ------ 19:09:29.117: ------ Unloading plugin : CoreAudio ------ 19:09:29.119: ------ Unloading plugin : EsWrappers ------ 19:09:29.122: ------ Unloading plugin : plugplug ------ 19:09:29.124: ------ Unloading plugin : ProjectShare ------ 19:09:29.126: ------ Unloading plugin : LwConsole ------ 19:09:29.127: ------ Unloading plugin : AJA ------ 19:09:29.127: ------ Unloading plugin : QScan ------ 19:09:29.127: ------ Unloading plugin : r3d ------ 19:09:29.127: ------ Unloading plugin : CameraRaw ------ 19:09:29.129: ------ Unloading plugin : aaf ------ 19:09:29.130: ------ Unloading plugin : ExportCodecs ------ 19:09:29.130: ------ Unloading plugin : ffmpeg ------ 19:09:29.130: ------ Unloading plugin : Cineform ------ 19:09:29.132: ------ Unloading plugin : uiopt ------ 19:09:29.134: ------ Unloading plugin : DeckLink_drv ------ 19:09:29.135: ------ Unloading plugin : fxdrv ------ 19:09:29.137: Shutting down JUCE message manager 19:09:29.142: 19:09:29.142: <<<< Exiting at : Tue Feb 21 19:09:29 2023

Referenceshttps https://www.kaggle.com/datasets/riyaelizashaju/skin-disease-image-dataset-balanced?fbclid=IwAR3wbTp8l5yo_5fx6HAX8Vd2-9cca3khAc8EiBGFObaALfdVid29IuB_rYE https://keras.io/api/applications/vgg/ https://www.tensorflow.org/tutorials/images/cnn?hl=th https://opencv.org/

Data analysis involves scrutinizing datasets for class imbalances or protected features and understanding their correlations and representations. A classical tool like pandas would be my obvious choice for most of the analysis, and I would use OpenCV or Scikit-Image for image-related tasks.

You'll need to plot the predictions. There are a few open source tools to do that, supervision is one you can use (https://github.com/roboflow/supervision) and opencv is another common option (https://github.com/opencv/opencv)

You might be able to achieve this with scripting tools like AutoHotkey or Python with libraries for GUI automation and image recognition (e.g., PyAutoGUI https://pyautogui.readthedocs.io/en/latest/, OpenCV https://opencv.org/).

The OpenCV4NodeJs A.I. library provides an interface for calling OpenCV routines in NodeJS.