search

Niketkumardheeryan / ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
MIT License
333 stars 294 forks source link

Defective Captcha Image Recognition #786

Closed aaradhyasinghgaur closed 3 weeks ago

aaradhyasinghgaur commented 3 weeks ago

closes :- #780 Approach I'd taken :- 1. Utilizing 5 models such as EfficientNetB0 , Xception, VGG16, ResNet50, and InceptionV3 for image classification.

  1. Applying data augmentation (rotation, zooming, flipping, shearing, brightness) to enhance dataset robustness.
  2. Comparing model performance using accuracy scores, loss/accuracy graphs, and confusion matrices.
  3. Conducting EDA for dataset insights, including image distribution, quality, class imbalances, and sample visualization.

  4. Documening the process in a comprehensive README file.

    @Niketkumardheeryan @invigorzz313 kindly review my pr and add suitable lable Level-3 if possible after considering the work I've done.

Niketkumardheeryan commented 3 weeks ago

Hi @kyra-09 , Please add your readme.md file main Foleder And your code isn't readable try utilise more cells with Proper EDA as you mention in your reame.md file

aaradhyasinghgaur commented 3 weeks ago

Okay Sir.. I'll make the necessary changes and get back to you ASAP.

aaradhyasinghgaur commented 3 weeks ago

@Niketkumardheeryan kindly review my changes and in case of no issues kindly merge it with suitable label (Level-3) if possible and assign me new issues that I have opened .