feature-vector 开源项目推荐（32 个）

towhee-io /towhee

Towhee 是一个致力于让神经数据处理流水线变得简单且快速的框架。

zzw922cn /Automatic_Speech_Recognition

TensorFlow中Madarian和英语的端到端自动语音识别

Renumics /awesome-open-data-centric-ai

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

dudley-fitzgerald /AutomatedWellLogCorrelation

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

dipayan90 /deep-learning-image-similarity

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

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.

venusdev85 /Speech-Recognition

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

sam0x17 /DSeg

Invariant Superpixel Features for Object Detection

starkdg /pyConvnetPhash

image perceptual hash experiment using convolutional neural net models

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.

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.

a-bailly /dbotsw

Dense Bag-of-Temporal-SIFT-Words

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

deniskrut /Vehicle-Detection

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

vshantam /ImageCaptioning

Generates Caption from sample Images Using Deep Neural Networks

mgabilo /concept-discovery

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

asuri2 /CarND-Vehicle-Detection-P5

Self Driving Car ND Project 5 - Vehicle Detection

overtane /udacity-carnd-p5

Computer Vision: Vehicle Detection

tkush /vehicle-detection

Vehicle detection in dash cam video

abhilash-neog /Pet-Adoption-Speed-Predictor

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