PAWS-TF VS TFLitePoseEstimation

Compare PAWS-TF vs TFLitePoseEstimation and see what are their differences.

PAWS-TF

Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow. (by sayakpaul)
Vision semi-supervised-learning Tensorflow soft-similarity multi-crop representation-learning Keras
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TFLitePoseEstimation

TensorFlow Lite Pose Estimation Python Implementation (by joonb14)
Tflite Tensorflow tflite-model pose-estimation tflite-pose-estimation Python tflite-python Interpreter mobilenet Computer Vision Vision
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PAWS-TF TFLitePoseEstimation
1 1
43 0
- -
1.8 0.0
almost 3 years ago about 3 years ago
Jupyter Notebook Jupyter Notebook
Apache License 2.0 -
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PAWS-TF

Posts with mentions or reviews of PAWS-TF. We have used some of these posts to build our list of alternatives and similar projects.
  • Semi-Supervised Learning with Paws in TensorFlow
    1 project | news.ycombinator.com | 14 May 2021
    PAWS introduces a way to combine a small fraction of labeled samples with unlabeled ones during the pre-training of vision models. With its simple and unique approach, it sets SOTA in semi-supervised learning that too with far less compute and parameters.

    Here's my implementation of PAWS in TensorFlow: https://github.com/sayakpaul/PAWS-TF/

TFLitePoseEstimation

Posts with mentions or reviews of TFLitePoseEstimation. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-03-08.

What are some alternatives?

When comparing PAWS-TF and TFLitePoseEstimation you can also consider the following projects:

Pseudo-Labelling - Pseudo Labelling on MNIST dataset in Tensorflow 2.x

LoFTR - Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021, T-PAMI 2022

TFLiteClassification - TensorFlow Lite Image Classification Python Implementation

TFLiteDetection - TensorFlow Lite Object Detection Python Implementation

TFLiteSegmentation - TensorFlow Lite Segementation example in Python

FunMatch-Distillation - TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.

CodeSearchNet - Datasets, tools, and benchmarks for representation learning of code.

PAWS-TF vs Pseudo-Labelling TFLitePoseEstimation vs LoFTR PAWS-TF vs TFLiteClassification TFLitePoseEstimation vs TFLiteClassification PAWS-TF vs TFLiteDetection TFLitePoseEstimation vs TFLiteSegmentation PAWS-TF vs FunMatch-Distillation TFLitePoseEstimation vs TFLiteDetection PAWS-TF vs CodeSearchNet