🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
- nlp
- natural-language-processing
- pytorch
- pytorch-transformers
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🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
real time face swap and one-click video deepfake with only a single image
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
Clone a voice in 5 seconds to generate arbitrary speech in real-time
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
NVR with realtime local object detection for IP cameras
🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
State-of-the-art 2D and 3D Face Analysis Project
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
GUI for a Vocal Remover that uses Deep Neural Networks.
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)
Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
☁️ Build multimodal AI applications with cloud-native stack
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.
Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js