Канал: ML For Nerds

YOLO-V4: MiWRC, CmBN, DROP BLOCK, CIOU, DIOU || YOLO OBJECT DETECTION SERIES

YOLO-V4: MiWRC, CmBN, DROP BLOCK, CIOU, DIOU || YOLO OBJECT DETECTION SERIES

Batch Normalization - Part 4: Python Implementation on MNIST dataset

Batch Normalization - Part 4: Python Implementation on MNIST dataset

Batch Normalization - Part 3: Backpropagation & Inference

Batch Normalization - Part 3: Backpropagation & Inference

Batch Normalization - Part 2: How it works & Essence of Beta & Gamma

Batch Normalization - Part 2: How it works & Essence of Beta & Gamma

Batch Normalization - Part 1: Why BN, Internal Covariate Shift, BN Intro

Batch Normalization - Part 1: Why BN, Internal Covariate Shift, BN Intro

Neural Networks From Scratch - Lec 24 - Regression Losses - Mean Square Logarithmic Error

Neural Networks From Scratch - Lec 24 - Regression Losses - Mean Square Logarithmic Error

YOLO-V4: CSPDARKNET, SPP, FPN, PANET, SAM || YOLO OBJECT DETECTION SERIES

YOLO-V4: CSPDARKNET, SPP, FPN, PANET, SAM || YOLO OBJECT DETECTION SERIES

YOLO-V4: Optimal Speed & Accuracy || YOLO OBJECT DETECTION SERIES

YOLO-V4: Optimal Speed & Accuracy || YOLO OBJECT DETECTION SERIES

YOLO-V3: An Incremental Improvement || YOLO OBJECT DETECTION SERIES

YOLO-V3: An Incremental Improvement || YOLO OBJECT DETECTION SERIES

YOLO-9000 - An Object Detector for 9000 classes || YOLO OBJECT DETECTION SERIES

YOLO-9000 - An Object Detector for 9000 classes || YOLO OBJECT DETECTION SERIES

YOLO V2 - Better, Faster & Stronger || YOLO OBJECT DETECTION SERIES || YOLO9000

YOLO V2 - Better, Faster & Stronger || YOLO OBJECT DETECTION SERIES || YOLO9000

YOLO V1 - YOU ONLY LOOK ONCE || YOLO OBJECT DETECTION SERIES

YOLO V1 - YOU ONLY LOOK ONCE || YOLO OBJECT DETECTION SERIES

Neural Networks From Scratch - Lec 23 - Regression Losses - Smooth L1 Loss and Huber Loss Functions

Neural Networks From Scratch - Lec 23 - Regression Losses - Smooth L1 Loss and Huber Loss Functions

Remove the confusion once for all! Cost Function vs Loss Function vs Objective Function

Remove the confusion once for all! Cost Function vs Loss Function vs Objective Function

Neural Networks From Scratch - Lec 22 - MAE vs RMSE, Comparison with an Example

Neural Networks From Scratch - Lec 22 - MAE vs RMSE, Comparison with an Example

range() vs np.arange() in python

range() vs np.arange() in python

Guess the output - Numpy

Guess the output - Numpy

What is Numpy? Why Numpy arrays are faster than python lists?

What is Numpy? Why Numpy arrays are faster than python lists?

MNIST Classification: Hands-on Project in PyTorch 1.12

MNIST Classification: Hands-on Project in PyTorch 1.12

PyTorch Vs Tensorflow: Jobs, Research and Industries. Who is the winner in 2022?

PyTorch Vs Tensorflow: Jobs, Research and Industries. Who is the winner in 2022?

MNIST Classification: Hands-on Project in Tensorflow 2.8

MNIST Classification: Hands-on Project in Tensorflow 2.8

Building a Neural Network from scratch: MNIST Project (No Tensorflow/Pytorch, Just Numpy)

Building a Neural Network from scratch: MNIST Project (No Tensorflow/Pytorch, Just Numpy)

Neural Networks From Scratch - Lec 21 - Regression Losses - MSE & RMSE

Neural Networks From Scratch - Lec 21 - Regression Losses - MSE & RMSE

Neural Networks From Scratch - Lec 20 - Regression Losses - MAE, MAPE & MBE

Neural Networks From Scratch - Lec 20 - Regression Losses - MAE, MAPE & MBE

Neural Networks From Scratch - Lec 19 - Approaching Regression Problem with Neural Networks

Neural Networks From Scratch - Lec 19 - Approaching Regression Problem with Neural Networks

Neural Networks From Scratch - Lec 18 - Typical Neural Network Training Setup

Neural Networks From Scratch - Lec 18 - Typical Neural Network Training Setup

Neural Networks From Scratch - Lec 17 - Python Implementations of all Activation functions

Neural Networks From Scratch - Lec 17 - Python Implementations of all Activation functions

Neural Networks From Scratch - Lec 16 - Summary of all Activation functions in 10 mins

Neural Networks From Scratch - Lec 16 - Summary of all Activation functions in 10 mins

Neural Networks From Scratch - Lec 15 - GeLU Activation Function

Neural Networks From Scratch - Lec 15 - GeLU Activation Function

Neural Networks From Scratch - Lec 14 - Mish Activation Function

Neural Networks From Scratch - Lec 14 - Mish Activation Function

Neural Networks From Scratch - Lec 13 - Swish Activation Function

Neural Networks From Scratch - Lec 13 - Swish Activation Function

Neural Networks From Scratch - Lec 12 - Softplus Activation Function

Neural Networks From Scratch - Lec 12 - Softplus Activation Function

Neural Networks From Scratch - Lec 11 - Maxout Activation Function

Neural Networks From Scratch - Lec 11 - Maxout Activation Function

Neural Networks From Scratch - Lec 10 - ReLU & Its Variants

Neural Networks From Scratch - Lec 10 - ReLU & Its Variants

Neural Networks From Scratch - Lec 9 - ReLU Activation Function

Neural Networks From Scratch - Lec 9 - ReLU Activation Function

Neural Networks From Scratch - Lec 8 - Softmax Activation Function

Neural Networks From Scratch - Lec 8 - Softmax Activation Function

Neural Networks From Scratch - Lec 7 - Tanh Activation Function

Neural Networks From Scratch - Lec 7 - Tanh Activation Function

Neural Networks From Scratch - Lec 6 - Sigmoid Activation Function

Neural Networks From Scratch - Lec 6 - Sigmoid Activation Function

Neural Networks From Scratch - Lec 5 - Step Activation Function

Neural Networks From Scratch - Lec 5 - Step Activation Function

Neural Networks From Scratch - Lec 4 - Why Activation Functions and Properties they should have

Neural Networks From Scratch - Lec 4 - Why Activation Functions and Properties they should have

Neural Networks From Scratch - Lec 3 - An Intuition on Neural Networks

Neural Networks From Scratch - Lec 3 - An Intuition on Neural Networks

Neural Networks From Scratch - Lec 2 - Coding a Neural Network in Python

Neural Networks From Scratch - Lec 2 - Coding a Neural Network in Python

Neural Networks From Scratch - Lec 1 - Introduction & coding a Neuron

Neural Networks From Scratch - Lec 1 - Introduction & coding a Neuron

Neural Networks From Scratch - Course Intro and Curriculum

Neural Networks From Scratch - Course Intro and Curriculum