kevinzakka / clip_playground
An ever-growing playground of notebooks showcasing CLIP's impressive zero-shot capabilities
☆149Updated 2 years ago
Related projects: ⓘ
- Visual Language Transformer Interpreter - An interactive visualization tool for interpreting vision-language transformers☆85Updated last year
- ☆111Updated last year
- Generate text captions for images from their embeddings.☆97Updated last year
- A task-agnostic vision-language architecture as a step towards General Purpose Vision☆92Updated 3 years ago
- ☆47Updated 3 years ago
- ☆215Updated 9 months ago
- CapDec: SOTA Zero Shot Image Captioning Using CLIP and GPT2, EMNLP 2022 (findings)☆181Updated 7 months ago
- [CVPR 2023] Learning Visual Representations via Language-Guided Sampling☆142Updated last year
- L-Verse: Bidirectional Generation Between Image and Text☆109Updated last year
- Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)☆149Updated 9 months ago
- This repo contains documentation and code needed to use PACO dataset: data loaders and training and evaluation scripts for objects, parts…☆265Updated 7 months ago
- VLM Evaluation: Benchmark for VLMs, spanning text generation tasks from VQA to Captioning☆77Updated last week
- ☆60Updated 2 months ago
- [TACL'23] VSR: A probing benchmark for spatial undersranding of vision-language models.☆97Updated last year
- DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models (ICCV 2023)☆136Updated 9 months ago
- PyTorch code for "VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks" (CVPR2022)☆202Updated last year
- PyTorch code for MUST☆105Updated last year
- ☆163Updated last year
- Experiments and data for the paper "When and why vision-language models behave like bags-of-words, and what to do about it?" Oral @ ICLR …☆234Updated last year
- ☆64Updated 11 months ago
- Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training☆130Updated last year
- MERLOT: Multimodal Neural Script Knowledge Models☆224Updated 2 years ago
- Reliably download millions of images efficiently☆110Updated 3 years ago
- ☆50Updated 2 years ago
- [ICLR 2022] code for "How Much Can CLIP Benefit Vision-and-Language Tasks?" https://arxiv.org/abs/2107.06383☆396Updated last year
- [NeurIPS 2023] A faithful benchmark for vision-language compositionality☆66Updated 7 months ago
- Patching open-vocabulary models by interpolating weights☆88Updated 11 months ago
- Official code for our CVPR 2023 paper: Test of Time: Instilling Video-Language Models with a Sense of Time☆45Updated 3 months ago
- ☆184Updated 2 weeks ago
- This is the official source code for SLATE. We provide the code for the model, the training code, and a dataset loader for the 3D Shapes …☆82Updated last year