This Repo has all the codes for my YouTube Channel
- ๐ฆ TWITTER: https://twitter.com/rohanpaul_ai
- โ๐จโ๐งโ Kaggle: https://www.kaggle.com/paulrohan2020
- ๐จ๐ปโ๐ผ LINKEDIN: https://www.linkedin.com/in/rohan-paul-b27285129/
- ๐จโ๐ป GITHUB: https://github.com/rohan-paul
- ๐ค: My Website and Blog: https://rohan-paul-ai.netlify.app/
- ๐งโ๐ฆฐ Facebook Page: https://www.facebook.com/Computer-Vision-with-Rohan-Paul-109348958325690
- ๐ธ Instagram: https://www.instagram.com/rohan_paul_2020/
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PyTorch | Inception-v4 (PreTrained) - Aerial Image Segmentation
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Mean-IoU (Intersection over Union) in Object Detection | Semantic Segmentation
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Hausdorff Distance used in Object Detection | Semantic Segmentation
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Detectron-2 Object Detection - Apply Bounding Boxes in 2 Minutes | Deep Learning
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PyTorch BiCycleGAN from scratch - Toward Multimodal Image to Image Translation
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64. PyTorch Wasserstein GAN (WGAN) with Gradient Penalty Implementation from scratch
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63. PyTorch Wasserstein GAN (WGAN) Implementation from scratch
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57. GoogLeNet / Inception v1 Paper Implementation From Scratch with PyTorch
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42. EfficientNet Pre-Trained with PyTorch - Covid-19 X-Ray Dataset
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38. DCGAN's Generator Function - Understanding Filter Size and Input Shape
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16. DCGAN from Scratch with Tensorflow Keras - Create Fake Images from CELEB-A Dataset
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61. Learning Rate Scheduler | PyTorch | Implementing Custom Scheduler for CycleGAN
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53. Plotting Activation Functions PyTorch | Sigmoid | ReLU | Tanh
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52. Input Shape of Tensor for PyTorch Neural-Network - Conv-Layer and-Linear-Layer
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50. Cross Entropy Loss in PyTorch and its relation with Softmax
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48. Get Total Number of Parameters in a PyTorch Neural Network Model
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46. Label Smoothing Cross-Entropy-Loss from Scratch with PyTorch
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40. Image Augmentation with Albumentation - Kaggle TensorFlow Great Barrier Reef Dataset
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31. Understanding Shi-Tomasi Corner Detection Algorithm with OpenCV and Python
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30. Understanding Harris Corner Detection Algorithm with OpenCV Python
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29. Python Image Processing - Grayscale Conversion and Brightness Increase from Scratch Python
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26 ๐ฃ๐ฎ๐ฝ๐ฒ๐ฟ ๐๐ ๐ฝ๐น๐ฎ๐ถ๐ป๐ฒ๐ฑ - ๐๐๐ฒ๐ ๐ง๐ฒ๐น๐น ๐๐น๐น - ๐๐ฒ๐๐ฒ๐ฐ๐ ๐๐ฎ๐ธ๐ฒ ๐๐ ๐ด๐ฒ๐ป๐ฒ๐ฟ๐ฎ๐๐ฒ๐ฑ ๐ณ๐ฎ๐ฐ๐ฒ๐ ( ๐๐ผ๐บ๐ฝ๐๐๐ฒ๐ฟ ๐ฉ๐ถ๐๐ถ๐ผ๐ป / ๐๐๐ก๐ )
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14. GFP GAN Paper with Python code to restore resolution of old Photos
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15 Keras Custom Layers and Fundamental Building Blocks For Training Model
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11. Tensorflow Mixed Precision Training - CIFAR10 dataset Implementation
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22. Predict Transaction Value of Bank Customer - Kaggle Santander Challenge.
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7. Kaggle - Gravitational Wave Detection EDA and Baseline Keras Model
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12. Codewars Python Solution - 6kyu - Format words into Sentence
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4. Useful Python Script - remove special character from files and folder names
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2. Python - Replace string in File and Directory names recursively
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28. Bitcoin Price Prediction with LSTM (Tensorflow and Keras)- PART-2
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25. Bitcoin Price Prediction with LSTM (Tensorflow and Keras)- PART-1
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24. Get BitCoin and other Cryptocurrency Historic Data For Free with Python
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23 Extract Stock Market Data with yfinance for free and Tesla Stock Prediction
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5. Bayes Theorem in Probability implementation - simple Data Science Interview question
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3. Probability Density Function for Discrete and Continuous Random Variable in context of Data Science