espressif/esp-dl

3.3.15

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 16 Examples 22 Versions 33

22 examples

  • how_to_deploy_streaming_model 1
  • cat_detect
    A simple image inference example using cat.jpg for cat detection.
    226.27 KB
  • color_detect
    A simple image inference example for detecting colors and their locations.
    13.26 KB
  • dog_detect
    A simple image inference example using dog.jpg for testing.
    634.33 KB
  • hand_detect
    A simple image inference example that detects hands using hand.jpg, including results before and after int8 quantization.
    367.67 KB
  • hand_gesture_recognition
    A simple image inference example that recognizes 10 hand gestures plus a "no_hand" category.
    751.48 KB
  • how_to_run_model
    12.84 KB
  • human_face_detect
    A simple image inference example for detecting human faces and facial keypoints.
    43.03 KB
  • human_face_recognition
    A simple image inference example for human face recognition.
    103.18 KB
  • mobilenetv2_cls
    A simple image inference example that classifies a built-in cat image and benchmarks single-core and multi-core latency.
    40.58 KB
  • model_in_flash_partition
    10.74 KB
  • model_in_flash_rodata
    10.88 KB
  • model_in_sdcard
    10.71 KB
  • motion_detect
    A simple image example that compares two built-in frames and reports whether the scene is moving.
    53.03 KB
  • pedestrian_detect
    A simple image inference example.
    97.44 KB
  • person_reid
    A simple person ReID image inference example.
    281.21 KB
  • pp_ocr_v6
    A simple image inference example based on PP-OCRv6. It runs detection then recognition on ESP32-P4.
    657.34 KB
  • speaker_verification
    A simple audio inference example for speaker verification using cosine similarity.
    683.38 KB
  • yolo11_detect
    A simple image inference example using Yolo11 to detect objects, with results shown before and after int8 quantization.
    399.39 KB
  • yolo11_pose
    A simple image inference example using bus.jpg to demonstrate YOLO11 pose detection on ESP32.
    265.43 KB
  • yolo11_seg
    A simple image inference example using bus.jpg to demonstrate YOLO11 segmentation on ESP32.
    1.14 MB
  • yolo26_detect
    An end-to-end example for quantized YOLOv26n inference on Espressif SoCs, using regression and esp-dl optimizations.
    3.21 MB