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Обновлено 2024-09-09 20:11:25 +03:00
12 Weeks, 24 Lessons, AI for All!
Обновлено 2024-08-31 02:58:02 +03:00
The ORBIT dataset is a collection of videos of objects in clean and cluttered scenes recorded by people who are blind/low-vision on a mobile phone. The dataset is presented with a teachable object recognition benchmark task which aims to drive few-shot learning on challenging real-world data.
microsoft
machine-learning
computer-vision
video
benchmark
dataset
classification
few-shot-learning
meta-learning
object-recognition
Обновлено 2024-08-13 03:27:45 +03:00
CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation
deep-learning
computer-vision
pytorch
generative-adversarial-network
image-manipulation
gans
cocosnet
image-synthesis
image-translation
image-generation
Обновлено 2024-07-25 14:07:42 +03:00
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
csharp
javascript
computer-vision
iot
bot
ai
object-detection
azure-functions
algorithms
dnn
luis
image-classification
bing-search
custom-vision
html5
language-learning
ocr
translation
Обновлено 2024-06-26 22:42:37 +03:00
Unity's privacy-preserving human-centric synthetic data generator
unity
unity3d
deep-learning
computer-vision
pose-estimation
object-detection
synthetic-data
perception
synthetic-dataset-generation
billing-5160
synthetic-datasets
applied-ml-research
human-activity-recognition
human-centric-ml
human-pose-estimation
icml-2022
labeling
owner-machine-learning
synthetic-data-generation
transfer-learning
Обновлено 2024-03-05 04:05:37 +03:00
Best Practices, code samples, and documentation for Computer Vision.
microsoft
azure
machine-learning
python
deep-learning
data-science
computer-vision
kubernetes
artificial-intelligence
object-detection
tutorial
jupyter-notebook
convolutional-neural-networks
image-classification
image-processing
operationalization
similarity
Обновлено 2023-10-18 19:13:00 +03:00
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)
deep-learning
computer-vision
neural-network
semantic-segmentation
semi-supervised-learning
domain-adaptation
pseudo-label
Обновлено 2023-07-07 00:28:52 +03:00
SynthDet - An end-to-end object detection pipeline using synthetic data
machine-learning
deep-learning
computer-vision
pose-estimation
synthetic-data
synthetic-dataset-generation
detection
domain-randomization
object-detection
synthetic-dataset
Обновлено 2023-07-05 23:50:31 +03:00
Improving Generalization via Scalable Neighborhood Component Analysis
deep-learning
computer-vision
transfer-learning
visual-recognition
eccv-2018
few-shot-learning
nearest-neighbors
Обновлено 2023-06-12 22:02:13 +03:00
Perception toolkit for sim2real training and validation in Unity
machine-learning
computer-vision
deep-learning
detection
domain-randomization
object-detection
perception
pose-estimation
segmentation
synthetic-dataset-generation
Обновлено 2023-06-02 00:25:21 +03:00
Cross-domain Correspondence Learning for Exemplar-based Image Translation. (CVPR 2020 Oral)
deep-learning
computer-vision
pytorch
generative-adversarial-network
gans
image-manipulation
cocosnet
image-synthesis
image-translation
Обновлено 2022-12-07 08:35:12 +03:00
Sample solution that demonstrates how to deploy and analyze spaceborne data using Azure Synapse Analytics
computer-vision
cognitive-services
azure-storage
azure-batch
synapse-analytics
geospatial
spaceborne
Обновлено 2022-11-11 10:58:23 +03:00
Synthetic Dataset Insights
Обновлено 2022-09-23 22:35:49 +03:00
Connect(); 2018 - AI Visual Provision Sample App
azure
xamarin
xamarin-forms
computer-vision
cognitive-services
azure-sdk
connect18
handwriting
handwriting-recognition
Обновлено 2022-09-21 21:21:06 +03:00
Drone Racing @ NeurIPS 2019, built on Microsoft AirSim
microsoft
machine-learning
computer-vision
robotics-simulation
robotics
airsim
motion-planning
drones
unreal-engine
drone-racing
neurips-competition
robotics-competition
Обновлено 2022-08-13 02:58:26 +03:00
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
computer-vision
cross-platform
ai
deep-reinforcement-learning
autonomous-vehicles
control-systems
deeplearning
drones
pixhawk
platform-independent
research
self-driving-car
simulator
unreal-engine
airsim
artificial-intelligence
autonomous-quadcoptor
Обновлено 2022-07-30 02:33:04 +03:00
This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.
Обновлено 2022-06-22 07:21:09 +03:00
A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.
unity
machine-learning
deep-learning
computer-vision
robotics
manipulation
perception
physics-simulation
pose-estimation
robotics-simulation
simulation
ur3-robot-arm
ros
urdf
motion-planning
synthetic-data
trajectory-generation
tutorial
model-training
autonomy
Обновлено 2022-04-13 20:50:31 +03:00
Provably defending pretrained classifiers including the Azure, Google, AWS, and Clarifai APIs
machine-learning
deep-learning
computer-vision
neural-networks
image-classification
azure-computer-vision
clarifai
google-cloud-vision
provable-defense
adversarial-defense
adversarial-examples
adversarial-robustness
aws-rekognition
Обновлено 2021-04-03 00:37:13 +03:00
Land cover mapping of the Orinoquía region in Colombia, in collaboration with Wildlife Conservation Society Colombia. An #AIforEarth project
Обновлено 2021-03-13 01:26:16 +03:00
R interface to the Computer Vision API
Обновлено 2021-01-12 22:34:52 +03:00
Deep Learning for Seismic Imaging and Interpretation
microsoft
deep-learning
computer-vision
neural-networks
segmentation
seismic-processing
seismic
seismic-data
seismic-imaging
seismic-inversion
Обновлено 2020-09-19 01:18:20 +03:00