Minimum-distortion embedding with PyTorch
visualization machine-learning gpu cuda pytorch dimensionality-reduction embedding graph-embedding feature-vectors
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Jul 1, 2025 - Python
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feature-vectors
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An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.
search-engine information-retrieval retrieval nearest-neighbor-search knn-search image-search approximate-nearest-neighbor-search embedding information-retrieval-engine similarity-search video-search faiss aquila feature-vectors neural-information-retrieval vector-database neural-search similarity-searches
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May 6, 2024 - HTML
Unsupervised detection of opening / closing credits, recaps, and previews in video files 🎥🍿🎬
video ffmpeg detector video-files season tv-shows credits intro skip feature-vectors closing-credits recaps detect-recaps
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Dec 16, 2024 - Python
Tracktable: moving object trajectory analysis in C++ and Python
python cpp clustering geospatial prediction jupyter-notebooks geospatial-analysis distance-geometry geospatial-visualization feature-vectors snl-applications snl-data-analysis snl-visualization scr-1681
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Aug 13, 2025 - C++
Librarian: An Empirical Study of Security Updates in Android Apps’ Native Code
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Jan 22, 2021 - Roff
Language modelling for sound event detection
audio deep-neural-networks paper detection language-modeling language-model audio-signal-processing sound-event-detection feature-vectors temporal-structures
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Jan 2, 2020 - Python
This is a Content Based Image Retrieval System(CBIR) where the program takes some input images and extracts the image feature vectors and stores them. When another image is given as a query image to the program it searches for all similar images that are given as input
hashing application algorithm datastructures histogram fingerprint feature-extraction cbir image-retrieval feature-vectors image-databases
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Nov 30, 2019 - C++
CRISP is a Fast Image Search application that retrieves similar images from a database based on the query image by using Parallel computing paradigm.
parallel-computing parallelization multithreading feature-extraction image-search cbir distance-measures image-retrieval fast-search color-histogram hu-moments content-based-image-retrieval feature-vectors convolution-filters
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Aug 10, 2023 - Jupyter Notebook
Computer Vision and Deep Learning exercises from Udacity's Computer Vision Nanodegree
computer-vision deep-learning cnn pytorch lstm yolo attention edge-detection filters image-segmentation torchvision image-representation keypoint-detection feature-vectors
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Aug 13, 2021 - Jupyter Notebook
In this project, we use a Deep Recurrent Architecture, which uses CNN (VGG-16 Net) pretrained on ImageNet to extract 4096-Dimensional image feature Vector and an LSTM which generates a caption from these feature vectors.
natural-language-processing computer-vision cnn lstm neural-networks image-captioning show-and-tell vgg16 bleu-score image-descriptions flickr8k-dataset feature-vectors
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Sep 9, 2020 - Jupyter Notebook
A study on encoding english sentences to tensorflow vectors or tensors using pre-trained BERT model from the Hugging Face Library.
nlp natural-language-processing tensorflow transformers question-answering squad bert sentence-embeddings bert-model sentence-encoding bert-embeddings huggingface bert-tokenizer feature-vectors distilbert bert-fine-tuning bert-encoder huggingface-transformer
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Oct 4, 2021 - Jupyter Notebook
recommendation engine project
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Jan 20, 2024 - Jupyter Notebook
This program demonstrates how to plot face feature vectors on a 2-D chart using t-SNE method to compress dimension of the vectors
python deep-learning intel dimension-reduction facial-features facial-features-detection openvino face-features feature-vectors openvino-toolkit stochastic-neighbor-embedding t-distributed-stochastic
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May 30, 2020 - Python
Test fixtures for data science
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Apr 2, 2024 - Go
Program performs text classification using BERT vector with Logistic Regression and Neural Network Models.
nlp neural-network text-classification logistic-regression confusion-matrix nlp-machine-learning bert heat-map mlp-classifier bert-model feature-vectors
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Dec 31, 2020 - HTML
CNN with transfer learning for animal image detection
python opencv tensorflow feature-extraction image-classification keras-tensorflow cnn-classification mobilenetv2 matplotlib-pyplot keras-sequential-models scaling-image feature-vectors maxpool2d
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Feb 6, 2023 - Jupyter Notebook
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