Guides

PySDK Basics Axelera AI Guides The Axelera AI Guides category provides tutorials, examples, and troubleshooting steps for using DeGirum’s PySDK with Axelera AI hardware. Hailo Guides The Hailo Guides category provides tutorials, examples, and troubleshooting steps for using DeGirum’s PySDK with Hailo hardware.

Topic	Replies	Views	Activity
Hailo guide 3: Simplifying object detection on a Hailo device using DeGirum PySDK Hailo Guides pysdk , hailo	5	1034	December 26, 2025
Eager batching on Hailo devices using DeGirum PySDK Hailo Guides pysdk , hailo	0	42	November 5, 2025
Hailo guide 1: Hailo world – running your first inference on a Hailo device using DeGirum PySDK Hailo Guides pysdk , hailo	17	997	October 29, 2025
Axelera AI guide : Customizing inference overlay effects with PySDK Axelera AI Guides pysdk , degirum-tools , axelera	0	56	October 14, 2025
License plate detection and recognition – pipelining two models on Hailo devices Guides pysdk , degirum-tools , hailo	10	180	October 12, 2025
Hailo guide: Comprehensive guide to building a face recognition system Hailo Guides pysdk , hailo	10	785	October 3, 2025
Hailo guide: Multi-model multi-stream inference with DeGirum PySDK and Hailo Guides hailo , pysdk	0	218	September 18, 2025
How to make sure "hailortcli monitor" picks up your inference Guides hailo	0	79	September 24, 2025
Hailo guide: Running multi-stream inference with DeGirum PySDK Hailo Guides pysdk , hailo	2	364	September 12, 2025
Model porting guide: Hosted and local compiler user guide PySDK Basics pysdk	2	157	September 10, 2025
PySDK guide: Troubleshooting problems when connecting to AI Hub using degirum.connect() PySDK Basics ai-hub , pysdk , hailo	0	67	September 2, 2025
Hailo guide: Face detection and gender classification–pipelining two models on Hailo devices Hailo Guides pysdk , hailo	0	280	February 6, 2025
Hailo guide: Comprehensive guide to building a license plate recognition (LPR) system Hailo Guides pysdk , hailo	0	219	February 7, 2025
PySDK guide: PySDK input methods and preprocessing PySDK Basics pysdk	0	140	March 28, 2024
PySDK guide: Object counting in polygon zones using DeGirum PySDK PySDK Basics pysdk , hailo	0	129	February 28, 2025
Hailo guide 2: Running your first object detection model on a Hailo device using DeGirum PySDK Hailo Guides pysdk , hailo	0	674	February 7, 2025
PySDK guide: Multi-object tracking and line counting using DeGirum PySDK PySDK Basics hailo , pysdk , line-counting , object-tracking	0	207	May 10, 2025
Hailo guide: Evaluating model accuracy after compilation Hailo Guides degirum-tools , hailo , pysdk	0	221	August 25, 2025
Axelera AI guide: Running your first AI inference with PySDK and Axelera AI Axelera AI Guides axelera , pysdk	0	100	August 27, 2025
Cloud Compiler quickstart Guides ai-hub , compiler	1	193	June 13, 2025
Hailo guide 4: Simplifying instance segmentation on a Hailo device using DeGirum PySDK Hailo Guides pysdk , hailo	23	300	June 2, 2025
Hailo guide: Basic RPi 5 GUI using DeGirum, Picamera2 and PyQt5 Hailo Guides hailo , pysdk , raspberry-pi	1	538	March 18, 2025
About the Guides Category Guides category-info	1	35	February 14, 2025
PySDK guide: PyTorch YOLOv8 checkpoint porting to DeGirum model zoo and evaluation PySDK Basics pysdk	1	188	December 16, 2023