Robust Speech Recognition via Large-Scale Weak Supervision
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We write your reusable computer vision tools. 💜
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
- pytorch
- gan
- deep-learning
- super-resolution
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
- esrgan
- pytorch
- real-esrgan
- super-resolution
OpenMMLab Detection Toolbox and Benchmark
- object-detection
- instance-segmentation
- fast-rcnn
- faster-rcnn
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
- nlp
- pre-trained-model
- unilm
- minilm
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
- codebook
- codeformer
- face-enhancement
- face-restoration
PyTorch code and models for the DINOv2 self-supervised learning method.
Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.
- transformer
- conformer
- speech-translation
- streaming-asr
Unsupervised text tokenizer for Neural Network-based text generation.
- neural-machine-translation
- natural-language-processing
- word-segmentation
The best open-source alternative to Superwhisper & Wispr Flow. Voice-to-text app for macOS with no subscription
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020)
A system for quickly generating training data with weak supervision
- machine-learning
- ai
- weak-supervision
- labeling
A library of extension and helper modules for Python's data analysis and machine learning libraries.
- python
- machine-learning
- data-science
- data-mining
Visual localization made easy with hloc
- deep-learning
- visual-localization
- feature-matching
- image-retrieval
A python library for self-supervised learning and latent world models on images.
- deep-learning
- self-supervised-learning
- machine-learning
- computer-vision
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
- tensorlayer
- tensorflow
- super-resolution
- gan
macOS dictation app
Algorithms for outlier, adversarial and drift detection
- anomaly
- outlier
- concept-drift
- detection
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
- community-detection
- graph-clustering
- deepwalk
- networkx
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
- deep-learning
- depth-prediction
- visual-odometry
- self-supervised-learning
📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.
- reinforcement-learning
- supervised-learning
- stock-data
- trading
Super Fast and Accurate 3D Object Detection based on 3D LiDAR Point Clouds (The PyTorch implementation)
- 3d-object-detection
- lidar-point-cloud
- bevmap
- center