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feature-vector

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towhee-io /towhee

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

machine-learning computer-vision pipeline image-processing embeddings transformer video-processing feature-extraction convolutional-networks vit feature-vector image-retrieval unstructured-data embedding-vectors milvus vision-transformer towhee llm

UpdatedOct 18, 2024
Python

zzw922cn /Automatic_Speech_Recognition

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

audio deep-learning tensorflow paper end-to-end evaluation cnn lstm speech-recognition rnn automatic-speech-recognition feature-vector data-preprocessing phonemes timit-dataset layer-normalization rnn-encoder-decoder chinese-speech-recognition

UpdatedMar 24, 2023
Python

awesome-open-data-centric-ai

Renumics /awesome-open-data-centric-ai

Curated list of open source tooling for data-centric AI on unstructured data.

nlp machine-learning computer-vision deep-learning data-visualization awesome-list outlier-detection feature-vector uncertainty-estimation active-learning data-versioning data-curation synthetic-data explainable-ai bias-detection robust-machine-learning noisy-labels data-drift data-centric-ai documentation-only

UpdatedNov 15, 2023

dudley-fitzgerald /AutomatedWellLogCorrelation

Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch

python cnn pytorch networkx feature-vector sift geology interpretation oil-wells well-logs joblib oil-and-gas well-correlation automated-interpretation

UpdatedAug 16, 2019
Python

dipayan90 /deep-learning-image-similarity

Takes 2 images and says how similar they are based on Euclidean distance of feature vectors

python keras feature-vector image-similarity resnet50

UpdatedMay 21, 2018
Python

MexsonFernandes /Img2VecCosSim-Django-Pytorch

Extract a feature vector for any image and find the cosine similarity for comparison using Pytorch. I have used ResNet-18 to extract the feature vector of images. Finally a Django app is developed to input two images and to find the cosine similarity.

python django pytorch cosine-similarity feature-vector resnet-18 imgtovec img2veccossim-django-pytorch img2vec img2vec-cos img2vec-cos-sim

UpdatedApr 6, 2024
JavaScript

sam0x17 /DSeg

Invariant Superpixel Features for Object Detection

machine-learning deep-neural-networks deep-learning feature-extraction segmentation feature-vector superpixels

UpdatedAug 28, 2018
C++

venusdev85 /Speech-Recognition

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

audio deep-learning tensorflow end-to-end cnn lstm speech-recognition rnn feature-vector data-processing phonemes timit-dataset layer-normalization rnn-encoder-decoder

UpdatedMar 29, 2018
Python

adityajain10 /human-detection-using-hog-lbp-neural-networks

The program uses HOG and LBP features to detect human in images. First, use the HOG feature only to detect humans. Next, combine the HOG feature with the LBP feature to form an augmented feature (HOG-LBP) to detect human. A Two-Layer Perceptron (feedforward neural network) will be used to classify the input feature vector into human or no-human.

feature-vector nueral-networks lbp-features hog-lbp detect-humans layer-perceptron lbp-patterns gradient-magnitude gradient-angle

UpdatedMay 11, 2021
Python

starkdg /pyConvnetPhash

image perceptual hash experiment using convolutional neural net models

python tensorflow feature-extraction pca autoencoder convolutional-neural-networks feature-vector

UpdatedSep 22, 2021
Jupyter Notebook

hangyao /Udacity_SDCND_Vehicle-Detection

Created a vehicle detection and tracking pipeline with OpenCV, histogram of oriented gradients (HOG), and support vector machines (SVM). Optimized and evaluated the model on video data from a automotive camera taken during highway driving.

histogram feature-vector hog-features vehicle-detection

UpdatedMar 4, 2017
Jupyter Notebook

a-bailly /dbotsw

Dense Bag-of-Temporal-SIFT-Words

time-series cpp extraction classification bag-of-words feature-vector classification-algorithm time-series-analysis norm-bow

UpdatedJan 10, 2017
C++

snknitin /Optical-Character-recognition-from-images-using-CRF

Exploring an approach that bridges computer vision and natural language processing by jointly modeling the labels of sequences of noisy character images that form complete words. This is a natural problem for chain-structured CRFs

crf feature-vector optical-character-recognition noisy-character-images character-image

UpdatedMar 20, 2017
Jupyter Notebook

deniskrut /Vehicle-Detection

Vehicle detection on images and video for Self-Driving Car Engineer Nanodegree program

video heatmap feature-extraction frame feature-vector extract-features hog-features sliding-windows bounding-boxes vehicle-detection

UpdatedFeb 5, 2017
Python

vshantam /ImageCaptioning

Generates Caption from sample Images Using Deep Neural Networks

gui deep-neural-networks dashboard encoder decoder machine-learning-algorithms cnn dataset lstm image-captioning feature-vector tkinter-graphic-interface python-dash lstm-decoder

UpdatedNov 9, 2019
Python

asuri2 /CarND-Vehicle-Detection-P5

Self Driving Car ND Project 5 - Vehicle Detection

machine-learning image-processing object-detection support-vector-machine feature-vector hog-features vehicle-detection svc udacity-self-driving-car

UpdatedApr 14, 2018
Jupyter Notebook

overtane /udacity-carnd-p5

Computer Vision: Vehicle Detection

python machine-learning computer-vision notebook python3 feature-extraction classification image-recognition feature-vector support-vector-machines hog-features sliding-windows moviepy

UpdatedMar 22, 2017
Jupyter Notebook

mgabilo /concept-discovery

Discovers new ontological categories (WordNet synsets) for words based on their lexicosyntactic patterns in Wikipedia

nlp corpus pmi ontology wordnet concept feature-vector concept-vectors upper-level-concepts

UpdatedMar 6, 2018
Python

tkush /vehicle-detection

Vehicle detection in dash cam video

car udacity heatmap feature-extraction feature-vector hog-features sliding-windows bounding-boxes vehicle-detection svm-classifier classifier-training

UpdatedJun 27, 2017
Python

abhilash-neog /Pet-Adoption-Speed-Predictor

A capstone project to predict the adoption-speed of listed pets

machine-learning deep-learning keras classification data-analysis feature-vector capstone-project architectural-decisions mixed-data

UpdatedJul 28, 2020
Jupyter Notebook

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