C. Lungu

AI/ML Consultant

Posts by Tag

amazon's

RetinaFace

6 minute read

#ml #dl #face #detection #image #processing

analysis

Presidential_elections_visualisations

11 minute read

As I’ve said last time we’re going to do some visualization exercises by using matplotlib animation and some custom made charts.

Election analisys (i)

28 minute read

Cluj ml enthusiasts

11 minute read

My last post received quite some responses, but before actually settling on the curricula of the upcoming ML course, I’ve decided to “eat my own lunch” and u...

arcface

RetinaFace

6 minute read

#ml #dl #face #detection #image #processing

3D Morphable Models

5 minute read

#dl #ml #computer #vision #image #processing #face #recognition #deep-fakes

autoregress

Training an RNN with teacher forcing.

4 minute read

#ml #dl #nlp

books

RetinaFace

6 minute read

#ml #dl #face #detection #image #processing

3D Morphable Models

5 minute read

#dl #ml #computer #vision #image #processing #face #recognition #deep-fakes

bptt

Training an RNN with teacher forcing.

4 minute read

#ml #dl #nlp

clustering

Mean Shift

8 minute read

Mean Shift Clustering

code

Distilling a Random Forest to a single DecisionTree

19 minute read

On HackerNews there was a topic discussed at some point about ways to distil knowledge from a complex (almost black box) large tree ensemble (a RandomForest ...

Converting a DecisionTree into python code

5 minute read

It is sometimes useful to be able to convert a decision tree into and actual useful code snippet. This notebook shows how you’d go around to achieve this.

computer

3D Morphable Models

5 minute read

#dl #ml #computer #vision #image #processing #face #recognition #deep-fakes

consulting

Building an ai mechanical nose

8 minute read

Working with cool projects

correlation

Election analisys (i)

28 minute read

Cluj ml enthusiasts

11 minute read

My last post received quite some responses, but before actually settling on the curricula of the upcoming ML course, I’ve decided to “eat my own lunch” and u...

Building a recommender system

21 minute read

Building a recommender system

dataset

Romanian wiki corpus

3 minute read

decision tree

Distilling a Random Forest to a single DecisionTree

19 minute read

On HackerNews there was a topic discussed at some point about ways to distil knowledge from a complex (almost black box) large tree ensemble (a RandomForest ...

Converting a DecisionTree into python code

5 minute read

It is sometimes useful to be able to convert a decision tree into and actual useful code snippet. This notebook shows how you’d go around to achieve this.

deep

RetinaFace

6 minute read

#ml #dl #face #detection #image #processing

deep learning

The story of a name

22 minute read

The problem

Embeddings explained

14 minute read

Intuition

Monitoring media for terrorisim with ai

37 minute read

Goal: SIGINT (i.e. Signals Inteligence)

Beating mnist

31 minute read

Summary

deep-fakes

3D Morphable Models

5 minute read

#dl #ml #computer #vision #image #processing #face #recognition #deep-fakes

dendogram

Visualising grid search results

2 minute read

#ml #gridsearch #visualisation #dendogram

deploy

Distilling a Random Forest to a single DecisionTree

19 minute read

On HackerNews there was a topic discussed at some point about ways to distil knowledge from a complex (almost black box) large tree ensemble (a RandomForest ...

Converting a DecisionTree into python code

5 minute read

It is sometimes useful to be able to convert a decision tree into and actual useful code snippet. This notebook shows how you’d go around to achieve this.

detection

RetinaFace

6 minute read

#ml #dl #face #detection #image #processing

dl

Connecting Colab to a local machine

3 minute read

20220209191322

Training an RNN with teacher forcing.

4 minute read

#ml #dl #nlp

RetinaFace

6 minute read

#ml #dl #face #detection #image #processing

3D Morphable Models

5 minute read

#dl #ml #computer #vision #image #processing #face #recognition #deep-fakes

docker-ized

RetinaFace

6 minute read

#ml #dl #face #detection #image #processing

embedding

Training an RNN with teacher forcing.

4 minute read

#ml #dl #nlp

embeddings

Embeddings explained

14 minute read

Intuition

engineering

A timer context manager in python

1 minute read

#engineering #python

face

RetinaFace

6 minute read

#ml #dl #face #detection #image #processing

3D Morphable Models

5 minute read

#dl #ml #computer #vision #image #processing #face #recognition #deep-fakes

face-embedding

RetinaFace

6 minute read

#ml #dl #face #detection #image #processing

3D Morphable Models

5 minute read

#dl #ml #computer #vision #image #processing #face #recognition #deep-fakes

fundamental

Replicating_a_famous_optmisation_gif

18 minute read

There is this chart from Alec Radford that became quite famous for showing a comparative run between different optimizers.

Teacher forcing

3 minute read

Training an RNN with teacher forcing. 20200608182759

Optimisation playground

45 minute read

On cross entropy

15 minute read

Cross entropy can be used to define a loss function in machine learning and is usually used when training a classification problem.

Mapping

6 minute read

Ssa (singular spectrum analisys)

34 minute read

generative model

The story of a name

22 minute read

The problem

graph-convolutional-networks

RetinaFace

6 minute read

#ml #dl #face #detection #image #processing

gridsearch

Visualising grid search results

2 minute read

#ml #gridsearch #visualisation #dendogram

healthcare

Building an ai mechanical nose

8 minute read

Working with cool projects

image

RetinaFace

6 minute read

#ml #dl #face #detection #image #processing

3D Morphable Models

5 minute read

#dl #ml #computer #vision #image #processing #face #recognition #deep-fakes

image processing

Beating mnist

31 minute read

Summary

keras

Tutorial on machine translation

39 minute read

import pandas as pd import numpy as np

The story of a name

22 minute read

The problem

Embeddings explained

14 minute read

Intuition

Monitoring media for terrorisim with ai

37 minute read

Goal: SIGINT (i.e. Signals Inteligence)

Beating mnist

31 minute read

Summary

language_models

Training an RNN with teacher forcing.

4 minute read

#ml #dl #nlp

learning

RetinaFace

6 minute read

#ml #dl #face #detection #image #processing

Bloom’s effect on learning

less than 1 minute read

#learning #teaching

loss

On cross entropy

15 minute read

Cross entropy can be used to define a loss function in machine learning and is usually used when training a classification problem.

machine_translation

Training an RNN with teacher forcing.

4 minute read

#ml #dl #nlp

ml

Visualising grid search results

2 minute read

#ml #gridsearch #visualisation #dendogram

SGD update and the intuition behind it

2 minute read

#ml #optimisation

Training an RNN with teacher forcing.

4 minute read

#ml #dl #nlp

RetinaFace

6 minute read

#ml #dl #face #detection #image #processing

3D Morphable Models

5 minute read

#dl #ml #computer #vision #image #processing #face #recognition #deep-fakes

mnist

Beating mnist

31 minute read

Summary

movies

Building a recommender system

21 minute read

Building a recommender system

nlp

Training an RNN with teacher forcing.

4 minute read

#ml #dl #nlp

Romanian wiki corpus

3 minute read

Tutorial on machine translation

39 minute read

import pandas as pd import numpy as np

The story of a name

22 minute read

The problem

Embeddings explained

14 minute read

Intuition

Monitoring media for terrorisim with ai

37 minute read

Goal: SIGINT (i.e. Signals Inteligence)

nsa

Monitoring media for terrorisim with ai

37 minute read

Goal: SIGINT (i.e. Signals Inteligence)

optimisation

SGD update and the intuition behind it

2 minute read

#ml #optimisation

optimizations

Distilling a Random Forest to a single DecisionTree

19 minute read

On HackerNews there was a topic discussed at some point about ways to distil knowledge from a complex (almost black box) large tree ensemble (a RandomForest ...

Converting a DecisionTree into python code

5 minute read

It is sometimes useful to be able to convert a decision tree into and actual useful code snippet. This notebook shows how you’d go around to achieve this.

Replicating_a_famous_optmisation_gif

18 minute read

There is this chart from Alec Radford that became quite famous for showing a comparative run between different optimizers.

Optimisation playground

45 minute read

pca

3D Morphable Models

5 minute read

#dl #ml #computer #vision #image #processing #face #recognition #deep-fakes

pensii-private

Randamente pentru fondurile de administrare a pensiilor private (pilon II)

2 minute read

#romanian #pilon-ii #pensii-private

pilon-ii

Randamente pentru fondurile de administrare a pensiilor private (pilon II)

2 minute read

#romanian #pilon-ii #pensii-private

price prediction

Scikit Learn

11 minute read

Today we will be talking about predicting house prices using Scikit-learn

processing

RetinaFace

6 minute read

#ml #dl #face #detection #image #processing

3D Morphable Models

5 minute read

#dl #ml #computer #vision #image #processing #face #recognition #deep-fakes

pyramids

RetinaFace

6 minute read

#ml #dl #face #detection #image #processing

python

A timer context manager in python

1 minute read

#engineering #python

real data

Presidential_elections_visualisations

11 minute read

As I’ve said last time we’re going to do some visualization exercises by using matplotlib animation and some custom made charts.

Election analisys (i)

28 minute read

Getting data of an election

23 minute read

Getting data of an election

Cluj ml enthusiasts

11 minute read

My last post received quite some responses, but before actually settling on the curricula of the upcoming ML course, I’ve decided to “eat my own lunch” and u...