self-supervised-learning-computer-vision

Here are 3 public repositories matching this topic...

kathiresan-jayabalan / trans-fasnet-ccfd

PyTorch implementation of TransFASNet: a single-branch Transformer with contrastive self-supervised pretraining (NT-Xent) for credit card fraud detection on tabular data.

deep-learning tabular-data pytorch deep-learning-algorithms fraud-detection deep-learning-framework self-supervised-learning credit-card-fraud-detection contrastive-learning transformers-models credit-card-fraud-detection-using-machine-learning fraud-detection-using-machine-learning tabular-data-machine-learning fraud-detection-model fraud-detection-engine self-supervised-learning-computer-vision

Updated Sep 7, 2026
Python

mkdsrt10 / mini-v-jepa-from-scratch

Star

Educational implementation of V-JEPA (Video Joint Embedding Predictive Architecture) in PyTorch. Includes Conv3D tubelet embeddings, Video ViT, EMA target encoder, spatiotemporal masking, linear probing, retrieval evaluation, and effective-rank analysis on Something-Something V2.

representation-learning self-supervised-learning world-models video-transformer jepa something-something-v2 ssv2 v-jepa2 v-jepa self-supervised-learning-computer-vision

Updated Jul 28, 2026
Python

amanpatel9516 / Self-Supervised-Visual-Clustering

Star

End-to-end Self-Supervised Visual Feature Clustering project. Extracts deep representations using frozen ResNet50 transfer features from CIFAR-10 data, benchmarking K-Means, DBSCAN, and GMM. Features an interactive UMAP web dashboard and real-time visual query search engine.

deep-learning clustering machine-learning-algorithms feature-extraction unsupervised-learning gmm image-retrieval kmeans-clustering umap resnet50 fastapi self-supervised-learning-computer-vision

Updated May 13, 2026
Python

Add this topic to your repo

To associate your repository with the self-supervised-learning-computer-vision topic, visit your repo's landing page and select "manage topics."

Learn more