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128 results

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aladdinpersson/Machine-Learning-Collection
Incorrect implementation of get_evaluation_bboxes leads to misleadingly high mAP

Basically, while implementing YOLO model from scratch and following the tutorial, I figured out that the mAP score in YOLOv3 from Scratch is misleadingly high. get_evaluation_bboxes function incorrectly ...
  • vvvvvaves
  • Opened 
    on Apr 20
  • #191

aladdinpersson/Machine-Learning-Collection
Better set shuffle=False for the test_loader

As I work through the .py files in Machine-Learning-Collection/tree/master/ML/Pytorch/Basics, I noticed that most of them, when creating the test_loader, the shuffle parameter is set to true. train_loader ...
  • iCurious-D
  • Opened 
    on Dec 10, 2024
  • #188

aladdinpersson/Machine-Learning-Collection
No requirements.txt file found in Yolov3 directory

Add a requirements.txt file in the Yolov3 directory for ease of use
  • vanshdhar999
  • Opened 
    on Oct 14, 2024
  • #187

aladdinpersson/Machine-Learning-Collection
YOLOv3 detect function

I m wondering if anyone has written a detect function for one image for YOLOv3. I ve trained the model on a custom dataset and I ve tried writing my own detect function by using the same method used to ...
  • ErnieDaTryHard
  • Opened 
    on Sep 28, 2024
  • #185

aladdinpersson/Machine-Learning-Collection
learning rate is no more lr but learnig_rate

https://github.com/aladdinpersson/Machine-Learning-Collection/blob/558557c7989f0b10fee6e8d8f953d7269ae43d4f/ML/TensorFlow/Basics/tutorial3-neuralnetwork.py#L42 should be replaced with optimizer=keras.optimizers.Adam(learning_rate=0.001), ...
  • ezerbib
  • 1
  • Opened 
    on Jun 27, 2024
  • #178

aladdinpersson/Machine-Learning-Collection
keras input shape is now an iterate object

https://github.com/aladdinpersson/Machine-Learning-Collection/blob/558557c7989f0b10fee6e8d8f953d7269ae43d4f/ML/TensorFlow/Basics/tutorial3-neuralnetwork.py#L20 keras input shape is now an iterate object ...
  • ezerbib
  • Opened 
    on Jun 27, 2024
  • #177

aladdinpersson/Machine-Learning-Collection
YOLOv3 - OpenCV error in function 'warpAffine': Argument 'borderMode' is required to be an integer

I run the train.py and found the following error. $ py train.py 0%| | 0/518 [00:00 ?, ?it/s] Traceback (most recent call last): ...
  • calebee310
  • Opened 
    on Apr 15, 2024
  • #176

aladdinpersson/Machine-Learning-Collection
Very low validation accuracy while training from scratch on CIFAR10

Hello, I know this is quite an old repo - but this has been one of the most helpful one for me in recent years, for implementation issues. I am facing this odd problem with EfficientNet. I am trying to ...
  • appledora
  • Opened 
    on Mar 8, 2024
  • #175

aladdinpersson/Machine-Learning-Collection
why is z_dim=64 in simple GAN code

z_dim is initialized as 64 in simple GAN code but shows some matrix multiplication error in a first linear layer of the Generator class.
  • Ashutosh212
  • Opened 
    on Jan 10, 2024
  • #171

aladdinpersson/Machine-Learning-Collection
type error: Trainer.__init__() got an unexpected keyword argument 'auto_lr_find'

Lightning_simple_nn Trainer.init() got an unexpected keyword argument auto_lr_find
  • ppxwwtaking
  • Opened 
    on Jan 9, 2024
  • #170
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