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DASH ENTERPRISE
Industry App Catalog
Dash Enterprise is productionizing Python data apps in every industry.
About Industry App Catalog
Access these pre-built Dash apps by industry as inspiration and starter templates.
Dash helps data scientists & quants operationalize Python models
"The distinguishing factor between PowerBI and what Dash NLP analytic apps can do, is offer that next step up of a 'cognitive dashboard' rather than all the other standard dashboards out there."
Global Pharmaceutical Company & Dash Enterprise Customer
NLP
Dash is the fastest way to deploy Python-based apps for natural language processing (NLP).
Use NLP + Dash to extract business value from large amounts of unstructured text:
- Digitized company documents
- Research articles
- Customer reviews
- Transcribed audio recordings
- Social media streams
This Dash app demos Google's word2vec in ~300 lines of Python code
NLP
Dash is the fastest way to deploy Python-based apps for natural language processing (NLP).
Use NLP + Dash to extract business value from large amounts of unstructured text:
- Digitized company documents
- Research articles
- Customer reviews
- Transcribed audio recordings
- Social media streams
This Dash app demos Google's word2vec in ~300 lines of Python code
Computer Vision
Dash is the fastest way to deploy Python-based apps for computer vision.
Use computer vision + Dash for object detection in:
- Manufacturing defects
- Autonomous vehicles
- Machine wear
- Medical imaging
- Drone delivery
This Dash app demos DETR object detection in ~200 lines of Python code
Clustering
Dash is the fastest way to deploy Python-based apps for dimensionality reduction.
Use dimensionality reduction + Dash for:
- Customer cohort analysis
- Image classification
- Spatial clustering
- Word embedding
- Natural language processing
This Dash app demos TSNE clustering in ~300 lines of Python code
Predictive Analytics
Dash is the fastest way to deploy Python-based apps for predictive analytics and forecasting.
Use predictive analytics + Dash to put neural networks, nonlinear regressions, decision trees, SVMs, and other forecasting methods in the hands of business users.
Dash operationalizes predictive models for:
- Demand planning
- Predictive maintenance
- Disease outbreak
- Weather forecasting
This Dash app demos Facebook’s Prophet library in ~200 lines of Python code
Voice Computing
Dash is the fastest way to deploy Python-based apps for voice computing.
Use voice computing + Dash for:
- Audio transcription
- Speech recognition
- Intent detection
- Text-to-speech
- Signal processing
This Dash app demos speech recognition in ~100 lines of Python code
Flask API
Deploy Flask APIs to Dash Enterprise that load trained models, accept feature values in POST requests, and respond with predicted values.
Uber Price Prediction
- This Dash app analyzes 120 million Uber trips in real-time to predict the cost of Uber trips through NYC. Read the blog post.
AV Lidar Visualization
- This Dash app loads scenes collected from self-driving car trips, and displays both lidar sensor data and human annotated data (bounding boxes). You can choose between a basic and an advanced UI. Get the source code and read the blog post.
Lyft AV Explorer
- This Dash app shows how to build a real-time AV explorer from scratch using Dash Deck and the Lyft perception dataset. The code is easily customizable and also compatible with 3D detection models written in Python.
Video Annotation
- Given a pre-annotated video, this Dash app lets you run 2D object detection on a selected frame. You can also edit the annotations, add new bounding boxes, and export the new data table.
DETR Object Detection
- The release of DETR: End-to-End Object Detection with Transformers showed significant improvement in real-time object detection and panoptic segmentation (PS), while greatly simplifying the architecture. As a mean to test the model, we decided to build a simple Dash app that let you experiment and play with the model through a user interface.
Real-time Object Detection
- This Dash app shows how Dash can be used to execute AI models like the YOLO v3 object-detection algorithm in real-time. Check out this article for full details.
Uber Price Prediction
- This Dash app analyzes 120 million Uber trips in real-time to predict the cost of Uber trips through NYC. Read the blog post.
AV Lidar Visualization
- This Dash app loads scenes collected from self-driving car trips, and displays both lidar sensor data and human annotated data (bounding boxes). You can choose between a basic and an advanced UI. Get the source code and read the blog post.