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Top 6 unsupervised open source projects
MVTec-Anomaly-Detection
This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.
✭ 161
python
unsupervised
convolutional-autoencoder
ssim
anomaly-detection
auto-encoder
structural-similarity
mvtec
surface-inspection
anomaly-segmentation
anomaly-localization
dti-sprites
(ICCV 2021) Code for "Unsupervised Layered Image Decomposition into Object Prototypes" paper
✭ 33
python
shell
computer-vision
deep-learning
unsupervised
sprites
pytorch
unsupervised-learning
image-decomposition
multi-object
iccv2021
SECOS
An unsupervised compound splitter
✭ 39
python
nlp
unsupervised
compound
decompounding
cflow-ad
Official PyTorch code for WACV 2022 paper "CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows"
✭ 138
python
unsupervised
detection
anomaly
normalizing-flows
mvtec
mvtec-ad
UDLF
An Unsupervised Distance Learning Framework for Multimedia Retrieval
✭ 40
C++
Makefile
learning
image
multimedia
retrieval
unsupervised
re-ranking
cbir
ranking-aggregation
reranking
EPCDepth
[ICCV 2021] Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation
✭ 105
python
deep-learning
unsupervised
stereo
data-augmentation
depth-estimation
monodepth
self-supervised
monocular
monocular-depth-estimation
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unsupervised projects