موضوعها
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فورکها
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ستارهها
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تاریخ ایجاد
۲۵ شهریور ۱۴۰۰
آخرین بروزرسانی
۳ ماه قبل
DeepLearning-Course
My exercises in the deep learning course
MLP vs MLP + CNN
| Dataset | MLP (Machine Learning) | CNN + MLP (Deep Learning) |
|---|---|---|
| Mnist | 0.97 | 0.98 |
| Fasion Mnist | 0.87 | 0.90 |
| Cfar 10 | 0.45 | 0.65 |
| Cfar 100 | 0.08 | 0.30 |
Gender Recognition
confusion matrix:
| c/c | Female | Male |
|---|---|---|
| Female | 11275 | 267 |
| Male | 535 | 7924 |
Face Mask Recognition
confusion matrix:
| c/c | with mask | no mask |
|---|---|---|
| with mask | 482 | 1 |
| no mask | 2 | 507 |
Estimating Age
پروژههای مشابه
pooya-mohammadi/today-i-learned
In this repository, I include all my notes and whatever I learn, so that everyone can benefit from them
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Alireza-Akhavan/class.vision
Computer vision and Deep learning
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Jupyter Notebook
MaryamBoneh/Dino-Game
Dino game with hand movements
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Python
pooya-mohammadi/yolov5-gradcam
Visualizing Yolov5's layers using GradCam
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Jupyter Notebook
pooya-mohammadi/deep_utils
A toolkit full of handy functions including most used models and utilities for deep-learning practitioners!
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Python
mehrdad-dev/makeup-lab
Makeup with Deep Learning, Apply different hair/lipstick color on your face! (WebApp)
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Python
KoroshRH/Image-Colorizer
A model with CycleGAN architecture for translating black & white images into colorized images
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Jupyter Notebook
FarshidNooshi/TensorFlow-Notebooks
A collection of notebooks with TensorFlow and the Keras API for various deep-learning and machine learning problems
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Jupyter Notebook