Top 12 Jupyter Notebook Vision Projects

Deep-Learning-Experiments

1 1,078 8.3 Jupyter Notebook

Videos, notes and experiments to understand deep learning (by roatienza)
conformal_classification

2 202 0.0 Jupyter Notebook

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
InfluxDB

www.influxdata.com
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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.
nested-transformer

1 190 1.8 Jupyter Notebook

Nested Hierarchical Transformer https://arxiv.org/pdf/2105.12723.pdf
jetson

1 83 0.0 Jupyter Notebook

Self-driving AI toy car 🤖🚗.
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.
visuallayer

1 65 9.0 Jupyter Notebook

Simplify Your Visual Data Ops. Find and visualize issues with your computer vision datasets such as duplicates, anomalies, data leakage, mislabels and others.

Project mention: VL Datasets - A Free Collection of Clean Computer Vision Datasets | /r/computervision | 2023-06-28

To learn more visit our GitHub repository - https://github.com/visual-layer/visuallayer
PAWS-TF

1 43 1.8 Jupyter Notebook

Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow.
WorkOS

workos.com
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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.
timm-flutter-pytorch-lite-blogpost

7 36 2.4 Jupyter Notebook

PyTorch at the Edge: Deploying Over 964 TIMM Models on Android with TorchScript and Flutter.

Project mention: how to deploy object detection and image classification model in flutter? | /r/FlutterDev | 2023-05-01
2020_caustiques

1 5 10.0 Jupyter Notebook

Iridescent caustics
TFLiteDetection

1 3 0.0 Jupyter Notebook

TensorFlow Lite Object Detection Python Implementation
TFLiteClassification

1 1 0.0 Jupyter Notebook

TensorFlow Lite Image Classification Python Implementation
TFLitePoseEstimation

1 0 0.0 Jupyter Notebook

TensorFlow Lite Pose Estimation Python Implementation

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). The latest post mention was on 2023-06-28.

Jupyter Notebook Vision related posts

Is there any noob friendly webapp where I can input an image and get a reading of what Ai software sees? Like Keywords.
3 projects | /r/artificial | 16 Nov 2021
Knowledge distillation with "Function Matching"
1 project | /r/deeplearning | 31 Jul 2021
Aggragrating Nested Transformer
1 project | news.ycombinator.com | 19 Jun 2021
Semi-Supervised Learning with Paws in TensorFlow
1 project | news.ycombinator.com | 14 May 2021

Index

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

	Project	Stars
1	Deep-Learning-Experiments	1,078
2	conformal_classification	202
3	nested-transformer	190
4	jetson	83
5	FunMatch-Distillation	79
6	visuallayer	65
7	PAWS-TF	43
8	timm-flutter-pytorch-lite-blogpost	36
9	2020_caustiques	5
10	TFLiteDetection	3
11	TFLiteClassification	1
12	TFLitePoseEstimation	0