espressif/esp-dl

3.3.9

Latest
uploaded 1 day ago
esp-dl is a lightweight and efficient neural network inference framework designed specifically for ESP series chips.
Readme Dependencies 3 Dependents 15 Examples 22 Versions 27

22 examples

  • how_to_deploy_streaming_model 1
  • cat_detect
    A simple image inference example for detecting cats using a specific image, showcasing the results before and after quantization.
    226.26 KB
  • color_detect
    A simple image inference example.
    13.26 KB
  • dog_detect
    A simple image inference example using dog.jpg for detection with settings iou=0.7 and conf=0.6.
    634.33 KB
  • hand_detect
    A simple image inference example for hand detection using a test image, showcasing results before and after quantization.
    367.67 KB
  • hand_gesture_recognition
    A simple image inference example for hand gesture recognition, supporting 10 gestures and a 'no_hand' category.
    751.48 KB
  • how_to_run_model
    12.84 KB
  • human_face_detect
    A simple image inference example for human face detection, with configurable options via Menuconfig.
    43.03 KB
  • human_face_recognition
    A simple image inference example for human face recognition, which supports face detection and feature extraction.
    103.18 KB
  • mobilenetv2_cls
    A simple image inference example that classifies a built-in cat image and benchmarks 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. Refer to esp-who for a complete example.
    97.44 KB
  • person_reid
    A simple image inference example for person re-identification, demonstrating model usage and configuration options.
    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 that verifies speaker identity using cosine similarity between audio samples.
    683.28 KB
  • yolo11_detect
    A simple image inference example that demonstrates object detection using YOLOv11 with provided test images.
    399.39 KB
  • yolo11_pose
    A simple image inference example using Yolo11 for pose detection, tested with a bus image on ESP32-P4.
    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 high performance and flexible model loading.
    3.21 MB