batdetect2/batdetect2_notebook.ipynb
2022-12-14 18:55:54 +00:00

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# BatDetect2 - Demo\n",
"\n",
"This notebook gives an example of how to run the BatDetect2 code. You can either run it locally on your own computer or on Google Colab. \n",
"\n",
"It first specifies some arguments, loads the model, selects the audio file of interest, runs the model, and finally plots the results. \n",
"\n",
"Click [here](https://colab.research.google.com/github/macaodha/batdetect2/blob/master/batdetect2_notebook.ipynb) to run it on on Google Colab. Make sure to enable GPU usage on Colab for this Notebook to make it run faster. On Colab you will also have to uncomment some lines - see below for details. "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Load the model"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# the following lines are only needed in Colab.\n",
"# clone the code and change directory\n",
"#!git clone https://github.com/macaodha/batdetect2\n",
"#%cd batdetect2"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# import the necessary libraries\n",
"import os\n",
"import glob\n",
"import matplotlib.pyplot as plt\n",
"\n",
"import config\n",
"import bat_detect.utils.detector_utils as du\n",
"import bat_detect.utils.audio_utils as au\n",
"import bat_detect.utils.plot_utils as viz"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"# setup the arguments\n",
"args = du.get_default_bd_args()\n",
"args['detection_threshold'] = 0.3\n",
"args['time_expansion_factor'] = 1\n",
"args['model_path'] = os.path.join('models', os.path.basename(config.MODEL_PATH))"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# load the model\n",
"model, params = du.load_model(args['model_path'])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Select the audio file and run the model"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"# choose an audio file\n",
"audio_file = 'example_data/audio/20170701_213954-MYOMYS-LR_0_0.5.wav'\n",
"\n",
"# the following lines are only needed in Colab\n",
"# alternatively you can upload your own file\n",
"#from google.colab import files\n",
"#uploaded = files.upload()\n",
"#audio_file = list(uploaded.keys())[0]"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"# run the model\n",
"results = du.process_file(audio_file, model, params, args)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Print the results"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Results for 20170701_213954-MYOMYS-LR_0_0.5.wav\n",
"15 calls detected\n",
"\n",
"time\tprob\tlfreq\tspecies_name\n",
"0.0225\t0.55\t33203\tMyotis mystacinus\n",
"0.0525\t0.679\t28046\tMyotis mystacinus\n",
"0.1155\t0.488\t33203\tMyotis mystacinus\n",
"0.1385\t0.46\t48671\tPipistrellus pipistrellus\n",
"0.1445\t0.656\t27187\tMyotis mystacinus\n",
"0.2025\t0.549\t34062\tMyotis mystacinus\n",
"0.2195\t0.503\t48671\tPipistrellus pipistrellus\n",
"0.2315\t0.672\t27187\tMyotis mystacinus\n",
"0.2995\t0.65\t48671\tPipistrellus pipistrellus\n",
"0.3245\t0.688\t27187\tMyotis mystacinus\n",
"0.3705\t0.547\t34062\tMyotis mystacinus\n",
"0.4125\t0.664\t28906\tMyotis mystacinus\n",
"0.4365\t0.544\t36640\tMyotis mystacinus\n",
"0.4745\t0.73\t48671\tPipistrellus pipistrellus\n",
"0.4895\t0.404\t36640\tMyotis mystacinus\n"
]
}
],
"source": [
"# print summary info for the individual detections \n",
"print('Results for ' + results['pred_dict']['id'])\n",
"print('{} calls detected\\n'.format(len(results['pred_dict']['annotation'])))\n",
"\n",
"print('time\\tprob\\tlfreq\\tspecies_name')\n",
"for ann in results['pred_dict']['annotation']:\n",
" print('{}\\t{}\\t{}\\t{}'.format(ann['start_time'], ann['class_prob'], ann['low_freq'], ann['class']))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Visualise the detections"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"File duration: 0.5 seconds\n"
]
}
],
"source": [
"# read the audio file \n",
"sampling_rate, audio = au.load_audio_file(audio_file, args['time_expansion_factor'], params['target_samp_rate'], params['scale_raw_audio'])\n",
"duration = audio.shape[0] / sampling_rate\n",
"print('File duration: {} seconds'.format(duration))"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"# generate spectrogram for visualization\n",
"spec, spec_viz = au.generate_spectrogram(audio, sampling_rate, params, True, False)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 997x220 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# display the detections on top of the spectrogram\n",
"# note, if the audio file is very long, this image will be very large - best to crop the audio first\n",
"start_time = 0.0\n",
"detections = [ann for ann in results['pred_dict']['annotation']]\n",
"fig = plt.figure(1, figsize=(spec.shape[1]/100, spec.shape[0]/100), dpi=100, frameon=False)\n",
"spec_duration = au.x_coords_to_time(spec.shape[1], sampling_rate, params['fft_win_length'], params['fft_overlap'])\n",
"viz.create_box_image(spec, fig, detections, start_time, start_time+spec_duration, spec_duration, params, spec.max()*1.1, False, True)\n",
"plt.ylabel('Freq - kHz')\n",
"plt.xlabel('Time - secs')\n",
"plt.title(os.path.basename(audio_file))\n",
"plt.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.8"
}
},
"nbformat": 4,
"nbformat_minor": 4
}