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jpsember / ml

Java classes for machine learning

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With 'normal' YOLO example, training data is too large for memory disk

#82 jpsember opened 1 month ago
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Missing 'Times' font with new mac

#81 jpsember closed 1 month ago
1
Get rid of 'micro' version of classifier

#80 jpsember closed 1 month ago
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Configure a cloud instance for training

#79 jpsember closed 1 month ago
1
Refactor label code for various models

#78 jpsember opened 8 months ago
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Classification model output layer should be the classification labels

#77 jpsember opened 8 months ago
1
Update classification example

#76 jpsember opened 8 months ago
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Add support for operation-specific help information

#75 jpsember opened 8 months ago
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Problem with generated python classes

#74 jpsember opened 8 months ago
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Epoch numbers should start at 1, not 0

#73 jpsember opened 2 years ago
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Have Python code reorder the pixels

#72 jpsember closed 2 years ago
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Clean up python script to launch appropriate project from main.py

#71 jpsember closed 2 years ago
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Have it report the time for each epoch

#70 jpsember opened 2 years ago
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Move train_param structure to somewhere else?

#69 jpsember opened 2 years ago
0
Have option to genimages without regenerating the actual images

#68 jpsember closed 2 years ago
1
Add inference capability in Python code

#67 jpsember opened 2 years ago
2
Save model in more compact form (not as a checkpoint)

#66 jpsember opened 2 years ago
1
Have Java code control when training stops due to loss or epoch target reached

#65 jpsember closed 2 years ago
0
Move some checkpoint stuff to the Java code

#64 jpsember closed 2 years ago
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Non max suppression doesn't seem to be working very well

#63 jpsember opened 2 years ago
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Have Java streamer control whether to stop training

#62 jpsember closed 2 years ago
0
Race condition with missing files

#61 jpsember opened 2 years ago
3
Move some fields out of the neural_network.dat type

#60 jpsember closed 2 years ago
1
Add support for object categories

#59 jpsember closed 2 years ago
3
Add batch normalization option

#58 jpsember closed 2 years ago
1
Snapshots should perhaps leave yolo interpretation for later

#57 jpsember opened 2 years ago
0
Exploding loss function

#56 jpsember closed 2 years ago
3
Refactor plot_inference_results data class

#55 jpsember closed 2 years ago
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Create ability to view slices of CNN input volume contents

#54 jpsember closed 2 years ago
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Annoyances working with remote machines

#53 jpsember closed 2 years ago
0
NaN values appearing during training

#52 jpsember closed 2 years ago
2
Problem running on GPU machine

#51 jpsember closed 2 years ago
1
Grant remote machines access to private github repo

#50 jpsember closed 2 years ago
0
Bad data appearing in YOLO label buffer

#49 jpsember closed 2 years ago
0
Implement generalized I over U

#48 jpsember closed 2 years ago
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Have alternate representations of tensors when logging

#47 jpsember closed 2 years ago
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Add module wrappers to perform debug / inspection services

#46 jpsember closed 2 years ago
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Add option to plot a background into the generated images

#45 jpsember closed 2 years ago
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Modify loss function per older yolo implementation

#44 jpsember closed 2 years ago
3
Have training stop if logger crashes

#43 jpsember closed 2 years ago
0
YOLO model isn't learning

#42 jpsember closed 2 years ago
9
Row/column/channel ordering may be incorrect

#41 jpsember closed 2 years ago
2
Create 5x3 yolo subproject and investigate loss further

#40 jpsember closed 2 years ago
0
Have python training code output test result for streamer to process into project

#39 jpsember closed 2 years ago
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Have Java streamer process logging info in separate thread

#38 jpsember closed 2 years ago
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Consider having Java streamer handle logging from Python code, to avoid asynchronous output

#37 jpsember closed 2 years ago
2
Figure out way of supporting 'mini projects' within a project

#36 jpsember closed 2 years ago
0
Add debug feature to generate constant labels

#35 jpsember closed 2 years ago
1
Add Java ability to read tensors saved from Python to display for logging purposes

#34 jpsember closed 2 years ago
0
Have wrapper class to simplify code involving images and labels

#33 jpsember closed 2 years ago
0