1 min voice data can also be used to train a good TTS model! (few shot voice cloning)

An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System

GPT-3: Language Models are Few-Shot Learners

A framework for few-shot evaluation of language models.

InstantID: Zero-shot Identity-Preserving Generation in Seconds 🔥

Zero-Shot Speech Editing and Text-to-Speech in the Wild

An open source implementation of Microsoft's VALL-E X zero-shot TTS model. Demo is available in https://plachtaa.github.io/vallex/

UITextField subclass with floating labels - inspired by Matt D. Smith's design: http://dribbble.com/shots/1254439--GIF-Mobile-Form-Interaction?list=users

Official repository of "SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory"

Gradio WebUI for creators and developers, featuring key TTS (Edge-TTS, kokoro) and zero-shot Voice Cloning (E2 & F5-TTS, CosyVoice), with Whisper audio processing, YouTube download, Demucs vocal isolation, and multilingual translation.

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"

A PyTorch Implementation of Single Shot MultiBox Detector

Grab cam shots & GPS location from target's phone front camera or PC webcam just sending a link.

[ICCV 2023] Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation

[ICCV 2023 Oral] Text-to-Image Diffusion Models are Zero-Shot Video Generators

Official implementations for paper: Anydoor: zero-shot object-level image customization

Single Shot MultiBox Detector in TensorFlow

zero-shot voice conversion & singing voice conversion, with real-time support

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

Zero-1-to-3: Zero-shot One Image to 3D Object (ICCV 2023)

[SIGGRAPH Asia 2023] Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation

The implementation of https://dribbble.com/shots/2067564-Replace

Efficient few-shot learning with Sentence Transformers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

[CVPR 2025 Best Paper Nomination] FoundationStereo: Zero-Shot Stereo Matching

Zero shot vulnerability discovery using LLMs

Animated UIButton of Loading Animation and Transition Animation. Inspired by https://dribbble.com/shots/1945593-Login-Home-Screen

PyTorch implementation of VALL-E(Zero-Shot Text-To-Speech), Reproduced Demo https://lifeiteng.github.io/valle/index.html

The repo for "Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image" and "Metric3Dv2: A Versatile Monocular Geometric Foundation Model..."

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch