An ever-growing playground of notebooks showcasing CLIP's impressive zero-shot capabilities.

Overview

Playground for CLIP-like models

Demo Colab Link
GradCAM Visualization Colab
Naive Zero-shot Detection Colab
Smarter Zero-shot Detection Colab
Captcha Solver Colab

Changelog

2021-07-28

  • Better plotting for reCAPTCHA.

2021-07-27

  • Allow multiple captions in detection query, colon separated.
  • Allow the user to resize an image during selective search.
  • Tuned the rejection parameters of selective search.
  • Minor bugfix in naive patch detector.
Owner
Kevin Zakka
PhD @ UC Berkeley.
Kevin Zakka
Implementation of OmniNet, Omnidirectional Representations from Transformers, in Pytorch

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HALO: A Skeleton-Driven Neural Occupancy Representation for Articulated Hands

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Implementation of CaiT models in TensorFlow and ImageNet-1k checkpoints. Includes code for inference and fine-tuning.

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PyTorch implementation of ShapeConv: Shape-aware Convolutional Layer for RGB-D Indoor Semantic Segmentation.

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ICRA 2021 - Robust Place Recognition using an Imaging Lidar

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CNN Based Meta-Learning for Noisy Image Classification and Template Matching

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WHENet - ONNX, OpenVINO, TFLite, TensorRT, EdgeTPU, CoreML, TFJS, YOLOv4/YOLOv4-tiny-3L

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