ITRA
latest

Introduction

  • About This Codebase
  • Related Work
  • Change Log

Getting Started

  • Install Dependencies
  • Prepare Data

User Guide

  • Load Pretrained Multi-modal Weights
  • Load Pretrained Uni-modal Weights
  • Custom Training Data
  • Loss Functions
  • Use Adapters
  • Freeze Model Parameters During Training

Example Usage

  • Evaluate Pretrained Models
  • CLIP Pretraining
  • Fine-tuning CLIP for MS-COCO Retrieval
  • Image Classification (UniCL)
  • Language-to-vision Knowledge Distillation
  • Vision-to-language Knowledge Distillation
ITRA
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© Copyright 2023, AIM Group, Hohai University. Revision 32614fe8.

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