Category Tensorflow

Natural Language Processing for Semantics of Multicultural Proverbs

In this mini-project we perform Natural Language Processing on proverbs and aphorisms from a variety of cultures, being primarily interested in their semantic analysis.

TF Image Classification for Belle Epoque Posters

In this mini-project we train a Tensorflow model to perform multiclass classification on images of old posters, dating from the Belle Epoque period in France. The classifier is trained to...

TF Image Segmentation on Landscape Paintings from Various Art Movements

In this mini-project we use a pretrained DEEPLAB model with Tensorflow to segment landscape paintings from several Art Movements, automatically highlighting the spatial arrangement of vegetation, water bodies (sea, lake,...

TF Triplet Net for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

TF Siamese Neural Network for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

TF Instance Segmentation and Dominant Colors of Kimonos

In this mini-project we use pretrained MASK R-CNN model with Tensorflow to detect people, who in these thematic photos are wearing traditional Japanese kimonos. These segmented kimonos are post-processed for...

TF Human Pose Keypoints and Tracking for Folk Dance Choreographies

In this mini-project we use pretrained CENTER-NET model with Tensorflow to extract keypoints of human pose and track them in order to record folk dance choreographies.

Category CENTER-NET

TF Human Pose Keypoints and Tracking for Folk Dance Choreographies

In this mini-project we use pretrained CENTER-NET model with Tensorflow to extract keypoints of human pose and track them in order to record folk dance choreographies.

Category Human Pose Keypoints

TF Human Pose Keypoints and Tracking for Folk Dance Choreographies

In this mini-project we use pretrained CENTER-NET model with Tensorflow to extract keypoints of human pose and track them in order to record folk dance choreographies.

Category OpenCV

TF Image Classification for Belle Epoque Posters

In this mini-project we train a Tensorflow model to perform multiclass classification on images of old posters, dating from the Belle Epoque period in France. The classifier is trained to...

OpenCV Salient Points and Local Descriptors to Recognize Landmark Building in Century-old Postcard

In this mini-project we explore how traditional computer vision approaches can be used in order to find similarities between images. We apply these techniques to find the best match between...

TF Human Pose Keypoints and Tracking for Folk Dance Choreographies

In this mini-project we use pretrained CENTER-NET model with Tensorflow to extract keypoints of human pose and track them in order to record folk dance choreographies.

Category Instance Tracking

TF Human Pose Keypoints and Tracking for Folk Dance Choreographies

In this mini-project we use pretrained CENTER-NET model with Tensorflow to extract keypoints of human pose and track them in order to record folk dance choreographies.

Category FFMPEG

TF Human Pose Keypoints and Tracking for Folk Dance Choreographies

In this mini-project we use pretrained CENTER-NET model with Tensorflow to extract keypoints of human pose and track them in order to record folk dance choreographies.

Category Computer Vision

TF Image Classification for Belle Epoque Posters

In this mini-project we train a Tensorflow model to perform multiclass classification on images of old posters, dating from the Belle Epoque period in France. The classifier is trained to...

TF Image Segmentation on Landscape Paintings from Various Art Movements

In this mini-project we use a pretrained DEEPLAB model with Tensorflow to segment landscape paintings from several Art Movements, automatically highlighting the spatial arrangement of vegetation, water bodies (sea, lake,...

TF Triplet Net for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

TF Siamese Neural Network for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

OpenCV Salient Points and Local Descriptors to Recognize Landmark Building in Century-old Postcard

In this mini-project we explore how traditional computer vision approaches can be used in order to find similarities between images. We apply these techniques to find the best match between...

MediaPipe FaceMesh TFLite for Mascarons 3D Reconstruction

In this mini-projet, we use Google’s MediaPipe framework as well as a pretrained Tensorflow Lite model to predict the face mesh given an image of a mascaron (sculptured keystone). We...

TF Instance Segmentation and Dominant Colors of Kimonos

In this mini-project we use pretrained MASK R-CNN model with Tensorflow to detect people, who in these thematic photos are wearing traditional Japanese kimonos. These segmented kimonos are post-processed for...

TF Human Pose Keypoints and Tracking for Folk Dance Choreographies

In this mini-project we use pretrained CENTER-NET model with Tensorflow to extract keypoints of human pose and track them in order to record folk dance choreographies.

Category MASK R-CNN

TF Instance Segmentation and Dominant Colors of Kimonos

In this mini-project we use pretrained MASK R-CNN model with Tensorflow to detect people, who in these thematic photos are wearing traditional Japanese kimonos. These segmented kimonos are post-processed for...

Category Instance Segmentation

TF Instance Segmentation and Dominant Colors of Kimonos

In this mini-project we use pretrained MASK R-CNN model with Tensorflow to detect people, who in these thematic photos are wearing traditional Japanese kimonos. These segmented kimonos are post-processed for...

Category HDBSCAN

TF Instance Segmentation and Dominant Colors of Kimonos

In this mini-project we use pretrained MASK R-CNN model with Tensorflow to detect people, who in these thematic photos are wearing traditional Japanese kimonos. These segmented kimonos are post-processed for...

Category ColorThief

TF Instance Segmentation and Dominant Colors of Kimonos

In this mini-project we use pretrained MASK R-CNN model with Tensorflow to detect people, who in these thematic photos are wearing traditional Japanese kimonos. These segmented kimonos are post-processed for...

Category TFLite

MediaPipe FaceMesh TFLite for Mascarons 3D Reconstruction

In this mini-projet, we use Google’s MediaPipe framework as well as a pretrained Tensorflow Lite model to predict the face mesh given an image of a mascaron (sculptured keystone). We...

Category FaceMesh

MediaPipe FaceMesh TFLite for Mascarons 3D Reconstruction

In this mini-projet, we use Google’s MediaPipe framework as well as a pretrained Tensorflow Lite model to predict the face mesh given an image of a mascaron (sculptured keystone). We...

Category 3D

MediaPipe FaceMesh TFLite for Mascarons 3D Reconstruction

In this mini-projet, we use Google’s MediaPipe framework as well as a pretrained Tensorflow Lite model to predict the face mesh given an image of a mascaron (sculptured keystone). We...

Category Pyvista

MediaPipe FaceMesh TFLite for Mascarons 3D Reconstruction

In this mini-projet, we use Google’s MediaPipe framework as well as a pretrained Tensorflow Lite model to predict the face mesh given an image of a mascaron (sculptured keystone). We...

Category image salient points

OpenCV Salient Points and Local Descriptors to Recognize Landmark Building in Century-old Postcard

In this mini-project we explore how traditional computer vision approaches can be used in order to find similarities between images. We apply these techniques to find the best match between...

Category image local descriptors

OpenCV Salient Points and Local Descriptors to Recognize Landmark Building in Century-old Postcard

In this mini-project we explore how traditional computer vision approaches can be used in order to find similarities between images. We apply these techniques to find the best match between...

Category RANSAC

OpenCV Salient Points and Local Descriptors to Recognize Landmark Building in Century-old Postcard

In this mini-project we explore how traditional computer vision approaches can be used in order to find similarities between images. We apply these techniques to find the best match between...

Category similarity

TF Triplet Net for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

TF Siamese Neural Network for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

OpenCV Salient Points and Local Descriptors to Recognize Landmark Building in Century-old Postcard

In this mini-project we explore how traditional computer vision approaches can be used in order to find similarities between images. We apply these techniques to find the best match between...

Category Siamese Net

TF Siamese Neural Network for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

Category ResNet50

TF Image Classification for Belle Epoque Posters

In this mini-project we train a Tensorflow model to perform multiclass classification on images of old posters, dating from the Belle Epoque period in France. The classifier is trained to...

TF Triplet Net for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

TF Siamese Neural Network for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

Category Embeddings

TF Triplet Net for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

TF Siamese Neural Network for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

Category Lambda Layer

TF Image Classification for Belle Epoque Posters

In this mini-project we train a Tensorflow model to perform multiclass classification on images of old posters, dating from the Belle Epoque period in France. The classifier is trained to...

TF Image Segmentation on Landscape Paintings from Various Art Movements

In this mini-project we use a pretrained DEEPLAB model with Tensorflow to segment landscape paintings from several Art Movements, automatically highlighting the spatial arrangement of vegetation, water bodies (sea, lake,...

TF Triplet Net for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

TF Siamese Neural Network for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

Category Custom Callback

TF Triplet Net for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

TF Siamese Neural Network for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

Category TF Dataset

TF Triplet Net for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

TF Siamese Neural Network for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

Category Triplet Net

TF Triplet Net for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

Category Custom Loss

TF Triplet Net for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

Category Annoy index

TF Triplet Net for Identifying Architectural Style of Buildings Facades

In this mini-project we train a Tensorflow model to identify the architectural style of a church facade. Initially we include three styles :

Category DeepLab

TF Image Segmentation on Landscape Paintings from Various Art Movements

In this mini-project we use a pretrained DEEPLAB model with Tensorflow to segment landscape paintings from several Art Movements, automatically highlighting the spatial arrangement of vegetation, water bodies (sea, lake,...

Category Image Segmentation

TF Image Segmentation on Landscape Paintings from Various Art Movements

In this mini-project we use a pretrained DEEPLAB model with Tensorflow to segment landscape paintings from several Art Movements, automatically highlighting the spatial arrangement of vegetation, water bodies (sea, lake,...

Category Confidence heatmap

TF Image Segmentation on Landscape Paintings from Various Art Movements

In this mini-project we use a pretrained DEEPLAB model with Tensorflow to segment landscape paintings from several Art Movements, automatically highlighting the spatial arrangement of vegetation, water bodies (sea, lake,...

Category webscraping

TF Image Segmentation on Landscape Paintings from Various Art Movements

In this mini-project we use a pretrained DEEPLAB model with Tensorflow to segment landscape paintings from several Art Movements, automatically highlighting the spatial arrangement of vegetation, water bodies (sea, lake,...

Category MongoDB

TF Image Segmentation on Landscape Paintings from Various Art Movements

In this mini-project we use a pretrained DEEPLAB model with Tensorflow to segment landscape paintings from several Art Movements, automatically highlighting the spatial arrangement of vegetation, water bodies (sea, lake,...

Category declarative ML

TF Image Classification for Belle Epoque Posters

In this mini-project we train a Tensorflow model to perform multiclass classification on images of old posters, dating from the Belle Epoque period in France. The classifier is trained to...

Category custom Callbacks

TF Image Classification for Belle Epoque Posters

In this mini-project we train a Tensorflow model to perform multiclass classification on images of old posters, dating from the Belle Epoque period in France. The classifier is trained to...

Category Keras Tuner

TF Image Classification for Belle Epoque Posters

In this mini-project we train a Tensorflow model to perform multiclass classification on images of old posters, dating from the Belle Epoque period in France. The classifier is trained to...

Category tf.data

TF Image Classification for Belle Epoque Posters

In this mini-project we train a Tensorflow model to perform multiclass classification on images of old posters, dating from the Belle Epoque period in France. The classifier is trained to...

Category tf.feature_column

TF Image Classification for Belle Epoque Posters

In this mini-project we train a Tensorflow model to perform multiclass classification on images of old posters, dating from the Belle Epoque period in France. The classifier is trained to...

Category tabular data

TF Image Classification for Belle Epoque Posters

In this mini-project we train a Tensorflow model to perform multiclass classification on images of old posters, dating from the Belle Epoque period in France. The classifier is trained to...

Category Optunity

TF Image Classification for Belle Epoque Posters

In this mini-project we train a Tensorflow model to perform multiclass classification on images of old posters, dating from the Belle Epoque period in France. The classifier is trained to...

Category CatBoost

TF Image Classification for Belle Epoque Posters

In this mini-project we train a Tensorflow model to perform multiclass classification on images of old posters, dating from the Belle Epoque period in France. The classifier is trained to...

Category Image classification

TF Image Classification for Belle Epoque Posters

In this mini-project we train a Tensorflow model to perform multiclass classification on images of old posters, dating from the Belle Epoque period in France. The classifier is trained to...

Category NLP

Classical Music NER with Spacy v3

In this mini-project we train a Spacy Named Entity Recognition model on titles of classical music compositions in French. We are interested to identify the work type, instruments, tonality (key),...

Natural Language Processing for Semantics of Multicultural Proverbs

In this mini-project we perform Natural Language Processing on proverbs and aphorisms from a variety of cultures, being primarily interested in their semantic analysis.

Category Spacy

Classical Music NER with Spacy v3

In this mini-project we train a Spacy Named Entity Recognition model on titles of classical music compositions in French. We are interested to identify the work type, instruments, tonality (key),...

Natural Language Processing for Semantics of Multicultural Proverbs

In this mini-project we perform Natural Language Processing on proverbs and aphorisms from a variety of cultures, being primarily interested in their semantic analysis.

Category AllenNLP

Natural Language Processing for Semantics of Multicultural Proverbs

In this mini-project we perform Natural Language Processing on proverbs and aphorisms from a variety of cultures, being primarily interested in their semantic analysis.

Category WordNet

Natural Language Processing for Semantics of Multicultural Proverbs

In this mini-project we perform Natural Language Processing on proverbs and aphorisms from a variety of cultures, being primarily interested in their semantic analysis.

Category BabelNet

Natural Language Processing for Semantics of Multicultural Proverbs

In this mini-project we perform Natural Language Processing on proverbs and aphorisms from a variety of cultures, being primarily interested in their semantic analysis.

Category BERT

Natural Language Processing for Semantics of Multicultural Proverbs

In this mini-project we perform Natural Language Processing on proverbs and aphorisms from a variety of cultures, being primarily interested in their semantic analysis.

Category Node2Vec

Natural Language Processing for Semantics of Multicultural Proverbs

In this mini-project we perform Natural Language Processing on proverbs and aphorisms from a variety of cultures, being primarily interested in their semantic analysis.

Category SupWSD

Natural Language Processing for Semantics of Multicultural Proverbs

In this mini-project we perform Natural Language Processing on proverbs and aphorisms from a variety of cultures, being primarily interested in their semantic analysis.

Category Part-of-speech

Natural Language Processing for Semantics of Multicultural Proverbs

In this mini-project we perform Natural Language Processing on proverbs and aphorisms from a variety of cultures, being primarily interested in their semantic analysis.

Category NetworkX

Natural Language Processing for Semantics of Multicultural Proverbs

In this mini-project we perform Natural Language Processing on proverbs and aphorisms from a variety of cultures, being primarily interested in their semantic analysis.

Category SPARQL

Natural Language Processing for Semantics of Multicultural Proverbs

In this mini-project we perform Natural Language Processing on proverbs and aphorisms from a variety of cultures, being primarily interested in their semantic analysis.

Category RDF

Natural Language Processing for Semantics of Multicultural Proverbs

In this mini-project we perform Natural Language Processing on proverbs and aphorisms from a variety of cultures, being primarily interested in their semantic analysis.

Category Blazegraph

Natural Language Processing for Semantics of Multicultural Proverbs

In this mini-project we perform Natural Language Processing on proverbs and aphorisms from a variety of cultures, being primarily interested in their semantic analysis.

Category GCP

Classical Music NER with Spacy v3

In this mini-project we train a Spacy Named Entity Recognition model on titles of classical music compositions in French. We are interested to identify the work type, instruments, tonality (key),...

Natural Language Processing for Semantics of Multicultural Proverbs

In this mini-project we perform Natural Language Processing on proverbs and aphorisms from a variety of cultures, being primarily interested in their semantic analysis.

Category NER

Classical Music NER with Spacy v3

In this mini-project we train a Spacy Named Entity Recognition model on titles of classical music compositions in French. We are interested to identify the work type, instruments, tonality (key),...

Category Word2Vec

Classical Music NER with Spacy v3

In this mini-project we train a Spacy Named Entity Recognition model on titles of classical music compositions in French. We are interested to identify the work type, instruments, tonality (key),...

Category Gensim

Classical Music NER with Spacy v3

In this mini-project we train a Spacy Named Entity Recognition model on titles of classical music compositions in French. We are interested to identify the work type, instruments, tonality (key),...

Category Doccano

Classical Music NER with Spacy v3

In this mini-project we train a Spacy Named Entity Recognition model on titles of classical music compositions in French. We are interested to identify the work type, instruments, tonality (key),...