espressif/esp-dl

3.3.14

Latest
uploaded 20 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 32

22 examples

  • how_to_deploy_streaming_model 1
  • cat_detect
    A simple image inference example using cat.jpg to demonstrate cat detection and int8 quantization on ESP32-P4.
    226.26 KB
  • color_detect
    A simple image inference example that detects colors and reports their bounding boxes.
    13.26 KB
  • dog_detect
    A simple image inference example that detects a dog in an image using ESP-DL models.
    634.33 KB
  • hand_detect
    A simple image inference example that detects hands using the hand.jpg test image.
    367.67 KB
  • hand_gesture_recognition
    A simple image inference example for recognizing hand gestures, including a "no_hand" category.
    751.48 KB
  • how_to_run_model
    12.84 KB
  • human_face_detect
    A simple image inference example. See the full example in esp-who.
    43.03 KB
  • human_face_recognition
    A simple human face recognition image inference example.
    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
    52.64 KB
  • pedestrian_detect
    A simple image inference example for pedestrian detection.
    97.44 KB
  • person_reid
    A simple image inference example. See the full example in esp-who.
    281.21 KB
  • pp_ocr_v6
    An ESP32-P4 example using PP-OCRv6 for on-device text detection and recognition.
    657.34 KB
  • speaker_verification
    A simple audio inference example that verifies whether audio samples match an enrolled speaker using cosine similarity.
    683.37 KB
  • yolo11_detect
    A simple image inference example using bus.jpg, comparing FP32 detection with INT8 quantization.
    399.39 KB
  • yolo11_pose
    A simple YOLO11 pose image inference example using bus.jpg, with INT8 QAT output shown for ESP32-P4.
    265.43 KB
  • yolo11_seg
    A simple image inference example using bus.jpg to demonstrate YOLO11 segmentation on ESP32.
    1.14 MB
  • yolo26_detect
    Quantized YOLOv26n inference on Espressif SoCs with direct regression and flexible model loading.
    3.21 MB