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DeepStack v1.1.2 documentation
Contents:
Getting Started
Setting Up DeepStack
Starting DeepStack
Face Recognition
Performance
Face Recognition
Starting DeepStack on Docker
Face Registration
Face Recognition
Extracting Faces
Setting Minimum Confidence
Managing Registered Faces
Performance
Face Detection
Face Match
Performance
Object Detection
Starting DeepStack
Setting Minimum Confidence
CLASSES
Performance
Scene Recognition
Starting DeepStack
Custom Models
Preparing Your Dataset
Step 1: Install LabelIMG
Step 2: Organize Your Dataset
Step 3: Run LabelIMG
Change Annotation to YOLO Format
Step 4: Annotate Your Dataset
Annotate Your Test Dataset
Training Your Custom Model
Option 1: Training on Google Colab with Free GPUS
Option 2: Training Locally
Step 1 : Install CUDA and CUDNN
Step 2 : Install Pytorch
Step 3 : Clone DeepStack Trainer
Step 4: Train your Model
Important Parameters
Deploying Your Model With DeepStack
Run DeepStack
Starting DeepStack
Run Inference
Custom Models: Samples
1. Licence Plate Detection
Security
Setting API Key
Setting Admin keys
Backup
Backups
Restore
Using DeepStack with NVIDIA GPUs
Step 1: Install Docker
Step 2: Setup NVIDIA Drivers
Step 3: Install NVIDIA Container Toolkit
Step 4: Install DeepStack GPU Version
Step 5: RUN DeepStack with GPU Access
RUN with All APIs
Using DeepStack with Windows 10 (CPU and GPU)
Install DeepStack CPU
Install DeepStack GPU
Using DeepStack on Windows
Custom Models
RUN with All APIs
Speed Modes
API and Admin Keys
Using DeepStack with NVIDIA Jetson
Step 1: Install Docker
Step 2: Install DeepStack GPU for Jetson
Step 3: RUN DeepStack GPU on Jetson
RUN with All APIs
Using DeepStack on Raspberry PI - ALPHA
Installing DeepStack
Using DeepStack
Stopping DeepStack
Using Custom Ports
Limitations
Known Issues
FAQ
General questions
What is DeepStack?
What type of API does DeepStack serve?
What APIs/features does DeepStack provides?
What programming language can I use with DeepStack?
What platforms does DeepStack support?
How to install DeepStack?
Is DeepStack free?
Can I use DeepStack on the cloud?
Can I use DeepStack with my application?
How does the GPU version works?
Installation & starting issues
Do I need activation key to install and run DeepStack?
How do I run DeepStack?
What is localstorage:/datastore used for?
How many APIs can I run at once?
Can I run multiple DeepStack at once?
APIs: Face
What can I do with the Face API ?
How does Face Detection works ?
How does Face Match works?
How does Face Recognition works?
What if I try to recognize a face I haven’t registered?
Can I update a registered face with more images?
Can I list all registered faces?
Can I delete a registered face from the API?
Do I need to crop a face to size in a larger image?
Can I have more than one face in a picture during face registration?
APIs: Object Detection
How does Object Detection works?
Why are objects missed sometimes?
DeepStack misses objects a lot in night/dark images?
How to detect new objects?
APIs: Scene Recognition
How does Scene recognition works?
APIs: Custom Models
How does Custom Models work?
How many image samples should I collect?
How do I annotate the images?
How do I train my custom model?
How does the training pipeline works?
Why do I need the Colab Notebook?
How many custom models can I have?
APIs: Security
Does DeepStack support setting API keys?
Does DeepStack support Admin Keys?
Best Practices
API Reference
Release Notes
DeepStack v1.1.2 documentation
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API Reference
API Reference
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