espressif/esp-dl

3.3.11

Latest
uploaded 1 hour 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 29

22 examples

  • how_to_deploy_streaming_model 1
  • cat_detect
    A simple image inference example using 'cat.jpg' for testing detection results on ESP32 devices.
    226.26 KB
  • color_detect
    A simple image inference example.
    13.26 KB
  • dog_detect
    A simple image inference example that uses dog.jpg for testing and displays detection results on various ESP chips.
    634.33 KB
  • hand_detect
    A simple image inference example using hand detection with ESP32-P4, featuring various model configurations.
    367.67 KB
  • hand_gesture_recognition
    A simple image inference example for recognizing 10 hand gestures plus a 'no_hand' category using ESP32 devices.
    751.48 KB
  • how_to_run_model
    12.84 KB
  • human_face_detect
    Human Face Detect is a simple image inference example that uses models for human face detection.
    43.03 KB
  • human_face_recognition
    A simple image inference example for human face recognition using ESP32 chips, featuring detection and feature extraction models.
    103.18 KB
  • mobilenetv2_cls
    This example classifies built-in cat images and benchmarks average inference latency in single-core and multi-core modes.
    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, illustrating functionality and configurations.
    97.44 KB
  • person_reid
    This is a simple image inference example for person reidentification that demonstrates pedestrian detection and feature extraction.
    281.21 KB
  • pp_ocr_v6
    A simple image inference example based on PP-OCRv6 for recognizing 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, demonstrating detection results before and after quantization.
    399.39 KB
  • yolo11_pose
    A simple image inference example using Yolo11 for pose estimation on ESP32 devices.
    265.43 KB
  • yolo11_seg
    A simple image inference example using Yolo11 for segmentation, demonstrating outputs on ESP32-p4 after int8 quantization.
    1.14 MB
  • yolo26_detect
    This example demonstrates running quantized YOLOv26n inference on Espressif SoCs with flexible model loading capabilities.
    3.21 MB