christiansafka / img2vecView external linksLinks
Use pre-trained models in PyTorch to extract vector embeddings for any image
โ620May 13, 2025Updated 9 months ago
Alternatives and similar repositories for img2vec
Users that are interested in img2vec are comparing it to the libraries listed below
Sorting:
- ๐ผ๏ธ ๐๐๐๐๐๐๐๐๐๐ PyTorch implementation of "Learning Fine-grained Image Similarity with Deep Ranking" (arXiv:1404.4661)โ157Aug 17, 2020Updated 5 years ago
- This project allows images to be automatically grouped into like clusters using a combination of machine learning techniques.โ243Mar 24, 2023Updated 2 years ago
- Build fully-functioning computer vision models with PyTorchโ625Jul 25, 2024Updated last year
- PyTorch Blog Post On Image Similarity Searchโ258Jun 24, 2022Updated 3 years ago
- Learning Fine-grained Image Similarity with Deep Ranking is a novel application of neural networks, where the authors use a new multi scaโฆโ83Apr 13, 2019Updated 6 years ago
- Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to diskโ14,151Oct 29, 2025Updated 3 months ago
- Cost-Effective Object Detection: Active Sample Mining with Switchable Selection Criteriaโ12Dec 1, 2018Updated 7 years ago
- Automatically create Faiss knn indices with the most optimal similarity search parameters.โ894Nov 4, 2025Updated 3 months ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --โฆโ36,351Updated this week
- Simple image search engineโ777Nov 14, 2021Updated 4 years ago
- A simple implementation of a deep linear Pytorch moduleโ21Oct 16, 2020Updated 5 years ago
- Porting of Dlib's mmod deep learning face detector model to pytorch, and examples of using it for webcam detection, and face haluciniatioโฆโ33Mar 31, 2018Updated 7 years ago
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.โ30,823Feb 4, 2026Updated last week
- Image augmentation for machine learning experiments.โ14,728Jul 30, 2024Updated last year
- State-of-the-Art Text Embeddingsโ18,225Updated this week
- A Pipline for extracting and processing features from videosโ35Jun 21, 2022Updated 3 years ago
- Collections of vector search related libraries, service and research papersโ1,546Aug 6, 2024Updated last year
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125โ15,269Jun 25, 2025Updated 7 months ago
- A python script for a PyTorch feed forward neural network for tabular data using categorical embeddings.โ67Oct 15, 2019Updated 6 years ago
- โ27Feb 14, 2018Updated 8 years ago
- Code and Dataset for Memeify: A Large-scale Meme Generation Systemโ25May 21, 2020Updated 5 years ago
- Starter project for the Kaggle State Farm Distracted Driver Detection Competitionโ24Jul 7, 2017Updated 8 years ago
- implementation of bk-tree for golangโ11Jan 25, 2021Updated 5 years ago
- EPIC: a large collection of over 30 million epidemic-related tweetsโ12Jul 28, 2020Updated 5 years ago
- KWANT is an open source C++ toolkit for computing scores and other metrics for object tracking systems.โ11Jan 22, 2026Updated 3 weeks ago
- Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generationโ45Feb 27, 2023Updated 2 years ago
- Statistical Bootstrap in Pythonโ11May 11, 2020Updated 5 years ago
- [ECCV24] MOD-UV: Learning Mobile Object Detectors from Unlabeled Videosโ11Oct 7, 2024Updated last year
- โ10Apr 13, 2019Updated 6 years ago
- Libva backend for the sunxi-cedrus v4l2 m2m driver. Upstream moved to https://github.com/free-electrons/cedrusโ10Aug 29, 2016Updated 9 years ago
- Basic start of TensorFlow with TensorBoardโ11Apr 9, 2016Updated 9 years ago
- Image recommendation service with image on the input that outputs most similar images from database.โ13Sep 19, 2020Updated 5 years ago
- Official code for the paper "Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?" (ICLR 2024)โ10Aug 26, 2024Updated last year
- PyTorch Lightning based framework to run experiments for self-supervised learning tasks.โ10Feb 14, 2020Updated 5 years ago
- CNN-based image retrieval with TensorFlow and Kerasโ11Apr 22, 2020Updated 5 years ago
- Resources for running StormCrawler with Docker servicesโ10Nov 10, 2024Updated last year
- ๆบ่ฝ็ฉไธ็ฎก็็ณป็ป(property management)๏ผไธไธชๅ ทๆๅ็ซฏ+ๅ็ซฏ+็งปๅจ็ซฏ็้กน็ฎโ13Aug 8, 2019Updated 6 years ago
- Service for Bert model to Vector. ้ซๆ็ๆๆฌ่ฝฌๅ้(Text-To-Vector)ๆๅก๏ผๆฏๆGPUๅคๅกใๅคworkerใๅคๅฎขๆท็ซฏ่ฐ็จ๏ผๅผ็ฎฑๅณ็จใโ12May 24, 2022Updated 3 years ago
- ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling โฆโ6,501Feb 6, 2026Updated last week