espressif/esp-dl

3.3.10

Latest
uploaded 2 hours ago
esp-dl is a lightweight and efficient neural network inference framework designed specifically for ESP series chips.
Readme Dependencies 3 Dependents 16 Examples 22 Versions 28

22 examples

  • how_to_deploy_streaming_model 1
  • cat_detect
    A simple image inference example using cat detection with configurable options, tested on ESP32 devices.
    226.26 KB
  • color_detect
    A simple image inference example that detects colors from images.
    13.26 KB
  • dog_detect
    A simple image inference example for dog detection using a test image 'dog.jpg' with specific detection settings.
    634.33 KB
  • hand_detect
    A simple image inference example using hand detection with specified configurations on ESP32 devices.
    367.67 KB
  • hand_gesture_recognition
    A simple image inference example supporting 10 hand gestures and a "no_hand" category, utilizing the HaGRID dataset.
    751.48 KB
  • how_to_run_model
    12.84 KB
  • human_face_detect
    A simple image inference example for human face detection using ESP-IDF, with configurable model options.
    43.03 KB
  • human_face_recognition
    A simple image inference example for human face recognition using ESP-IDF. It includes models for face detection and feature extraction.
    103.18 KB
  • mobilenetv2_cls
    A simple image inference example that classifies a built-in cat image and benchmarks average inference latency.
    40.57 KB
  • model_in_flash_partition
    10.74 KB
  • model_in_flash_rodata
    10.88 KB
  • model_in_sdcard
    10.71 KB
  • motion_detect
    52.64 KB
  • pedestrian_detect
    A simple image inference example for pedestrian detection, part of the esp-who project.
    97.44 KB
  • person_reid
    A simple image inference example demonstrating pedestrian detection and person re-identification feature extraction.
    281.21 KB
  • pp_ocr_v6
    A simple image inference example based on PP-OCRv6 for recognizing text in multiple languages on ESP32-P4.
    657.34 KB
  • speaker_verification
    A simple audio inference example for speaker verification using cosine similarity between audio samples.
    683.37 KB
  • yolo11_detect
    A simple image inference example using Yolo11 for object detection with test image 'bus.jpg'.
    399.39 KB
  • yolo11_pose
    A simple image inference example using Yolo11 for pose detection, with outputs displayed on ESP32-P4.
    265.43 KB
  • yolo11_seg
    A simple image inference example using the YOLOv11 model for segmentation on ESP32 devices.
    1.14 MB
  • yolo26_detect
    This example demonstrates running quantized YOLOv26n inference on Espressif SoCs, adaptable to any YOLOv26 model configuration.
    3.21 MB