PAWS-TF
TFLiteDetection
| PAWS-TF | TFLiteDetection | |
|---|---|---|
| 1 | 1 | |
| 43 | 3 | |
| - | - | |
| 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
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Semi-Supervised Learning with Paws in TensorFlow
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/
TFLiteDetection
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TensorFlow Lite Python Interpreter Implementation!
TFLiteDetection
What are some alternatives?
Pseudo-Labelling - Pseudo Labelling on MNIST dataset in Tensorflow 2.x
Yet-Another-EfficientDet-Pytorch - The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
TFLiteClassification - TensorFlow Lite Image Classification Python Implementation
hand-gesture-recognition-mediapipe - This is a sample program that recognizes hand signs and finger gestures with a simple MLP using the detected key points. Handpose is estimated using MediaPipe.
TFLitePoseEstimation - TensorFlow Lite Pose Estimation Python Implementation
SynthDet - SynthDet - An end-to-end object detection pipeline using synthetic data
FunMatch-Distillation - TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.
fashionpedia-api - Python API for Fashionpedia Dataset
CodeSearchNet - Datasets, tools, and benchmarks for representation learning of code.
cvdv - Computer Vision Data Visualization
keras_cv_stable_diffusion_to_tflite - Scripts for converting Keras CV Stable Diffusion to tflite
mobilenets-ssd-pytorch - MobileNets-SSD/SSDLite on VOC/BDD100K Datasets