Top 11 Jupyter Notebook transfer-learning Projects

super-gradients

8 4,322 9.6 Jupyter Notebook

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

Project mention: Zero-Shot Prediction Plugin for FiftyOne | dev.to | 2024-03-13

Most computer vision models are trained to predict on a preset list of label classes. In object detection, for instance, many of the most popular models like YOLOv8 and YOLO-NAS are pretrained with the classes from the MS COCO dataset. If you download the weights checkpoints for these models and run prediction on your dataset, you will generate object detection bounding boxes for the 80 COCO classes.

DenseDepth

5 1,533 0.0 Jupyter Notebook

High Quality Monocular Depth Estimation via Transfer Learning

Project mention: How to Estimate Depth from a Single Image | dev.to | 2024-04-25

For a long time, the state-of-the-art models for monocular depth estimation such as DORN and DenseDepth were built with convolutional neural networks. Recently, however, both transformer-based models such as DPT and GLPN, and diffusion-based models like Marigold have achieved remarkable results!

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
torchxrayvision

1 828 6.4 Jupyter Notebook

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
TrainYourOwnYOLO

1 635 0.0 Jupyter Notebook

Train a state-of-the-art yolov3 object detector from scratch!
HIPT

1 452 4.3 Jupyter Notebook

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
bert-sklearn

1 293 0.0 Jupyter Notebook

a sklearn wrapper for Google's BERT model
sign2text

1 148 0.0 Jupyter Notebook

Real-time AI-powered translation of American Sign Language fingerspelling (sign to text)
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
artificial-self-AMLD-2020

1 80 0.0 Jupyter Notebook

Workshop material for the AMLD 2020 workshop on "Meet your Artificial Self: Generate text that sounds like you"
FunMatch-Distillation

1 79 1.8 Jupyter Notebook

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

3 44 0.0 Jupyter Notebook

Classification and Gradient-based Localization of Chest Radiographs using PyTorch.
One-Piece-Image-Classifier

1 2 0.0 Jupyter Notebook

A quick image classifier trained with manually selected One Piece images.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Jupyter Notebook transfer-learning related posts

Knowledge distillation with "Function Matching"
1 project | /r/deeplearning | 31 Jul 2021

Index

What are some of the best open-source transfer-learning projects in Jupyter Notebook? This list will help you:

	Project	Stars
1	super-gradients	4,322
2	DenseDepth	1,533
3	torchxrayvision	828
4	TrainYourOwnYOLO	635
5	HIPT	452
6	bert-sklearn	293
7	sign2text	148
8	artificial-self-AMLD-2020	80
9	FunMatch-Distillation	79
10	xrays-and-gradcam	44
11	One-Piece-Image-Classifier	2