kevinzakka / clip_playground
An ever-growing playground of notebooks showcasing CLIP's impressive zero-shot capabilities
☆160Updated 2 years ago
Alternatives and similar repositories for clip_playground:
Users that are interested in clip_playground are comparing it to the libraries listed below
- PyTorch code for "VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks" (CVPR2022)☆204Updated 2 years ago
- DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models (ICCV 2023)☆139Updated last year
- A task-agnostic vision-language architecture as a step towards General Purpose Vision☆92Updated 3 years ago
- CapDec: SOTA Zero Shot Image Captioning Using CLIP and GPT2, EMNLP 2022 (findings)☆190Updated last year
- Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training☆134Updated last year
- Official code for our CVPR 2023 paper: Test of Time: Instilling Video-Language Models with a Sense of Time☆45Updated 8 months ago
- ☆47Updated 3 years ago
- Visual Language Transformer Interpreter - An interactive visualization tool for interpreting vision-language transformers☆87Updated last year
- ☆117Updated 2 years ago
- This repo contains documentation and code needed to use PACO dataset: data loaders and training and evaluation scripts for objects, parts…☆274Updated last year
- Reliably download millions of images efficiently☆114Updated 3 years ago
- [ICLR 2022] code for "How Much Can CLIP Benefit Vision-and-Language Tasks?" https://arxiv.org/abs/2107.06383☆410Updated 2 years ago
- ☆50Updated 2 years ago
- ☆223Updated last year
- Conceptual 12M is a dataset containing (image-URL, caption) pairs collected for vision-and-language pre-training.☆380Updated 2 years ago
- Code for the paper "Hyperbolic Image-Text Representations", Desai et al, ICML 2023☆150Updated last year
- [CVPR2023] The code for 《Position-guided Text Prompt for Vision-Language Pre-training》☆150Updated last year
- Generate text captions for images from their embeddings.☆102Updated last year
- PyTorch code for MUST☆106Updated last year
- MERLOT: Multimodal Neural Script Knowledge Models☆222Updated 2 years ago
- Release of ImageNet-Captions☆45Updated 2 years ago
- Code for Finetune like you pretrain: Improved finetuning of zero-shot vision models☆97Updated last year
- ☆179Updated last year
- L-Verse: Bidirectional Generation Between Image and Text☆108Updated 2 years ago
- Command-line tool for downloading and extending the RedCaps dataset.☆46Updated last year
- ICLR 2023 DeCap: Decoding CLIP Latents for Zero-shot Captioning☆128Updated last year
- https://arxiv.org/abs/2209.15162☆49Updated 2 years ago
- [CVPR 2023] Learning Visual Representations via Language-Guided Sampling☆146Updated last year
- ☆68Updated 7 months ago
- Implementation of Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic☆272Updated 2 years ago