diff --git a/README.md b/README.md index e015ba25..a612b59e 100644 --- a/README.md +++ b/README.md @@ -13,7 +13,7 @@ Luxonis training framework (`luxonis-train`) is intended for training deep learning models that can run fast on OAK products. -The project is in alpha state - please report any feedback. +**The project is in an alpha state - please report any feedback.** ## Table Of Contents @@ -42,6 +42,14 @@ The entire configuration is specified in a `yaml` file. This includes the model structure, used losses, metrics, optimizers etc. For specific instructions and example configuration files, see [Configuration](https://github.com/luxonis/luxonis-train/blob/main/configs/README.md). +### Data Preparation + +This library requires data to be in the Luxonis Dataset Format. + +For instructions on how to create a dataset in the LDF, follow the +[examples](https://github.com/luxonis/luxonis-ml/tree/main/examples) in +the [luxonis-ml](https://github.com/luxonis/luxonis-ml) repository. + ## Training Once you've created your `config.yaml` file you can train the model using this command: @@ -127,7 +135,7 @@ class CustomLoss(BaseLoss): ... ``` -And then in the config you reference this `CustomOptimizer` and `CustomLoss` by their names. +And then in the config you reference this `CustomOptimizer` and `CustomLoss` by their names: ```yaml losses: @@ -193,4 +201,4 @@ If you want to contribute to the development, install the dev version of the pac pip install luxonis-train[dev] ``` -Consult the [Contribution guide](https://github.com/luxonis/luxonis-train/blob/main/CONTRIBUTING.md) before making a pull request. +Consult the [Contribution guide](https://github.com/luxonis/luxonis-train/blob/main/CONTRIBUTING.md) for further instructions. diff --git a/data/.gitkeep b/data/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/examples/CIFAR_10_dataset.ipynb b/examples/CIFAR_10_dataset.ipynb deleted file mode 100644 index f5936e70..00000000 --- a/examples/CIFAR_10_dataset.ipynb +++ /dev/null @@ -1,267 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "f9de6101", - "metadata": {}, - "source": [ - "## Example CIFAR10 classification dataset" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "4c06d8fc", - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import torchvision\n", - "from luxonis_ml.data import LuxonisDataset, LuxonisLoader\n", - "from luxonis_ml.enums import LabelType" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "e5a3a45c-7152-41a8-9ebf-db54cb84edcc", - "metadata": {}, - "outputs": [], - "source": [ - "# Delete dataset if exists\n", - "\n", - "dataset_name = \"cifar10_test\"\n", - "if LuxonisDataset.exists(dataset_name):\n", - " dataset = LuxonisDataset(dataset_name)\n", - " dataset.delete_dataset()" - ] - }, - { - "cell_type": "markdown", - "id": "718c2791", - "metadata": {}, - "source": [ - "### Get the data" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "5cc9ddf2", - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Files already downloaded and verified\n" - ] - } - ], - "source": [ - "cifar10_torch = torchvision.datasets.CIFAR10(root=\"../data\", train=False, download=True)" - ] - }, - { - "cell_type": "markdown", - "id": "2befa6b3", - "metadata": {}, - "source": [ - "### Convert to LuxonisDataset format\n", - "\n", - "`LuxonisDataset` will expect a generator that yields data in the following format:\n", - "```\n", - "- file [str] : path to file on local disk or object storage\n", - "- class [str]: string specifying the class name or label name\n", - "- type [str] : the type of label or annotation\n", - "- value [Union[str, list, int, float, bool]]: the actual annotation value\n", - " For here are the expected structures for `value`.\n", - " The function will check to ensure `value` matches this for each annotation type\n", - "\n", - " value (classification) [bool] : Marks whether the class is present or not\n", - " (e.g. True/False)\n", - " value (box) [List[float]] : the normalized (0-1) x, y, w, and h of a bounding box\n", - " (e.g. [0.5, 0.4, 0.1, 0.2])\n", - " value (polyline) [List[List[float]]] : an ordered list of [x, y] polyline points\n", - " (e.g. [[0.2, 0.3], [0.4, 0.5], ...])\n", - " value (keypoints) [List[List[float]]] : an ordered list of [x, y, visibility] keypoints for a keypoint skeleton instance\n", - " (e.g. [[0.2, 0.3, 2], [0.4, 0.5, 2], ...])\n", - "```" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "4404049f", - "metadata": {}, - "outputs": [], - "source": [ - "classes = [\n", - " \"airplane\",\n", - " \"automobile\",\n", - " \"bird\",\n", - " \"cat\",\n", - " \"deer\",\n", - " \"dog\",\n", - " \"frog\",\n", - " \"horse\",\n", - " \"ship\",\n", - " \"truck\",\n", - "]\n", - "\n", - "\n", - "def CIFAR10_subset_generator():\n", - " for i, (image, label) in enumerate(cifar10_torch):\n", - " if i == 1000:\n", - " break\n", - " path = f\"../data/cifar_{i}.png\"\n", - " image.save(path)\n", - " yield {\n", - " \"file\": path,\n", - " \"class\": classes[label],\n", - " \"type\": \"classification\",\n", - " \"value\": True,\n", - " }" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "8171a7f9", - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generating UUIDs...\n", - "Took 0.07454681396484375 seconds\n", - "Saving annotations...\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1000/1000 [00:00<00:00, 76055.41it/s]" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Took 0.015446662902832031 seconds\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n" - ] - } - ], - "source": [ - "dataset = LuxonisDataset(dataset_name)\n", - "dataset.set_classes(classes)\n", - "\n", - "dataset.add(CIFAR10_subset_generator)" - ] - }, - { - "cell_type": "markdown", - "id": "d9454797-d804-45f1-92dc-393f76be2219", - "metadata": {}, - "source": [ - "### Define Splits" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "e2094a5d-0371-48da-91f1-b9590686339d", - "metadata": {}, - "outputs": [], - "source": [ - "# without providing manual splits, this will randomly split the data\n", - "dataset.make_splits()" - ] - }, - { - "cell_type": "markdown", - "id": "828f6d36-d5f1-4c68-9f70-80d26d45690e", - "metadata": {}, - "source": [ - "### Test Loader" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "fda91cd6-9fe5-43ee-ab88-3dfc57ff89ef", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Sample classification tensor\n", - "[0. 0. 1. 0. 0. 0. 0. 0. 0. 0.]\n", - "\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "loader = LuxonisLoader(dataset, view=\"train\")\n", - "for image, ann in loader:\n", - " cls = ann[LabelType.CLASSIFICATION]\n", - "\n", - " print(\"Sample classification tensor\")\n", - " print(cls)\n", - " print()\n", - "\n", - " h, w, _ = image.shape\n", - "\n", - " plt.imshow(image)\n", - " plt.axis(\"off\") # Optional: Hide axis\n", - " plt.show()\n", - " break" - ] - } - ], - "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": "3.10.13" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/examples/COCO_people_dataset.ipynb b/examples/COCO_people_dataset.ipynb deleted file mode 100644 index 2d354363..00000000 --- a/examples/COCO_people_dataset.ipynb +++ /dev/null @@ -1,591 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "f9de6101", - "metadata": {}, - "source": [ - "## Adding a subset of COCO people data" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "4c06d8fc", - "metadata": {}, - "outputs": [], - "source": [ - "import glob\n", - "import json\n", - "import os\n", - "import zipfile\n", - "\n", - "import cv2\n", - "import gdown\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "from luxonis_ml.data import LuxonisDataset, LuxonisLoader\n", - "from luxonis_ml.enums import LabelType\n", - "from tqdm import tqdm" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "e5a3a45c-7152-41a8-9ebf-db54cb84edcc", - "metadata": {}, - "outputs": [], - "source": [ - "# Delete dataset if exists\n", - "\n", - "dataset_name = \"coco_test\"\n", - "if LuxonisDataset.exists(dataset_name):\n", - " dataset = LuxonisDataset(dataset_name)\n", - " dataset.delete_dataset()" - ] - }, - { - "cell_type": "markdown", - "id": "718c2791", - "metadata": {}, - "source": [ - "### Download and extract data" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "5cc9ddf2", - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: gdown in /home/martin/miniconda3/lib/python3.11/site-packages (4.7.1)\n", - "Requirement already satisfied: filelock in /home/martin/miniconda3/lib/python3.11/site-packages (from gdown) (3.13.1)\n", - "Requirement already satisfied: requests[socks] in /home/martin/miniconda3/lib/python3.11/site-packages (from gdown) (2.31.0)\n", - "Requirement already satisfied: six in /home/martin/miniconda3/lib/python3.11/site-packages (from gdown) (1.16.0)\n", - "Requirement already satisfied: tqdm in /home/martin/miniconda3/lib/python3.11/site-packages (from gdown) (4.65.0)\n", - "Requirement already satisfied: beautifulsoup4 in /home/martin/miniconda3/lib/python3.11/site-packages (from gdown) (4.12.2)\n", - "Requirement already satisfied: soupsieve>1.2 in /home/martin/miniconda3/lib/python3.11/site-packages (from beautifulsoup4->gdown) (2.5)\n", - "Requirement already satisfied: charset-normalizer<4,>=2 in /home/martin/miniconda3/lib/python3.11/site-packages (from requests[socks]->gdown) (2.0.4)\n", - "Requirement already satisfied: idna<4,>=2.5 in /home/martin/miniconda3/lib/python3.11/site-packages (from requests[socks]->gdown) (3.4)\n", - "Requirement already satisfied: urllib3<3,>=1.21.1 in /home/martin/miniconda3/lib/python3.11/site-packages (from requests[socks]->gdown) (1.26.18)\n", - "Requirement already satisfied: certifi>=2017.4.17 in /home/martin/miniconda3/lib/python3.11/site-packages (from requests[socks]->gdown) (2023.7.22)\n", - "Requirement already satisfied: PySocks!=1.5.7,>=1.5.6 in /home/martin/miniconda3/lib/python3.11/site-packages (from requests[socks]->gdown) (1.7.1)\n", - "Downloading...\n", - "From: https://drive.google.com/uc?id=1XlvFK7aRmt8op6-hHkWVKIJQeDtOwoRT\n", - "To: /home/martin/Work/luxonis-ml/data/COCO_people_subset.zip\n", - "100%|██████████████████████████████████████| 7.78M/7.78M [00:03<00:00, 2.45MB/s]\n", - "Archive: ../data/COCO_people_subset.zip\n", - " inflating: ../data/person_keypoints_val2017.json \n", - " creating: ../data/person_val2017_subset/\n", - " inflating: ../data/person_val2017_subset/000000001490.jpg \n", - " inflating: ../data/person_val2017_subset/000000003934.jpg \n", - " inflating: ../data/person_val2017_subset/000000005060.jpg \n", - " inflating: ../data/person_val2017_subset/000000003255.jpg \n", - " inflating: ../data/person_val2017_subset/000000001761.jpg \n", - " inflating: ../data/person_val2017_subset/000000001000.jpg \n", - " inflating: ../data/person_val2017_subset/000000002431.jpg \n", - " inflating: ../data/person_val2017_subset/000000002006.jpg \n", - " inflating: ../data/person_val2017_subset/000000002261.jpg \n", - " inflating: ../data/person_val2017_subset/000000004395.jpg \n", - " inflating: ../data/person_val2017_subset/000000005001.jpg \n", - " inflating: ../data/person_val2017_subset/000000000872.jpg \n", - " inflating: ../data/person_val2017_subset/000000002685.jpg \n", - " inflating: ../data/person_val2017_subset/000000001268.jpg \n", - " inflating: ../data/person_val2017_subset/000000005037.jpg \n", - " inflating: ../data/person_val2017_subset/000000002473.jpg \n", - " inflating: ../data/person_val2017_subset/000000001296.jpg \n", - " inflating: ../data/person_val2017_subset/000000002299.jpg \n", - " inflating: ../data/person_val2017_subset/000000005193.jpg \n", - " inflating: ../data/person_val2017_subset/000000003553.jpg \n", - " inflating: ../data/person_val2017_subset/000000001584.jpg \n", - " inflating: ../data/person_val2017_subset/000000002153.jpg \n", - " inflating: ../data/person_val2017_subset/000000001353.jpg \n", - " inflating: ../data/person_val2017_subset/000000004765.jpg \n", - " inflating: ../data/person_val2017_subset/000000002532.jpg \n", - " inflating: ../data/person_val2017_subset/000000000139.jpg \n", - " inflating: ../data/person_val2017_subset/000000000785.jpg \n", - " inflating: ../data/person_val2017_subset/000000000885.jpg \n", - " inflating: ../data/person_val2017_subset/000000004134.jpg \n", - " inflating: ../data/person_val2017_subset/000000003156.jpg \n" - ] - } - ], - "source": [ - "url = \"https://drive.google.com/uc?id=1XlvFK7aRmt8op6-hHkWVKIJQeDtOwoRT\"\n", - "output_zip = \"../data/COCO_people_subset.zip\"\n", - "output_folder = \"../data/\"\n", - "\n", - "# Check if the data already exists\n", - "if not os.path.exists(output_zip) and not os.path.exists(\n", - " os.path.join(output_folder, \"COCO_people_subset\")\n", - "):\n", - " # Download the file\n", - " gdown.download(url, output_zip, quiet=False)\n", - "\n", - " # Unzip the file\n", - " with zipfile.ZipFile(output_zip, \"r\") as zip_ref:\n", - " zip_ref.extractall(output_folder)\n", - "else:\n", - " print(\"Data already exists. Exiting.\")" - ] - }, - { - "cell_type": "markdown", - "id": "2befa6b3", - "metadata": {}, - "source": [ - "### Convert from COCO people subset example\n", - "\n", - "`LuxonisDataset` will expect a generator that yields data in the following format:\n", - "```\n", - "- file [str] : path to file on local disk or object storage\n", - "- class [str]: string specifying the class name or label name\n", - "- type [str] : the type of label or annotation\n", - "- value [Union[str, list, int, float, bool]]: the actual annotation value\n", - " For here are the expected structures for `value`.\n", - " The function will check to ensure `value` matches this for each annotation type\n", - "\n", - " value (classification) [bool] : Marks whether the class is present or not\n", - " (e.g. True/False)\n", - " value (box) [List[float]] : the normalized (0-1) x, y, w, and h of a bounding box\n", - " (e.g. [0.5, 0.4, 0.1, 0.2])\n", - " value (polyline) [List[List[float]]] : an ordered list of [x, y] polyline points\n", - " (e.g. [[0.2, 0.3], [0.4, 0.5], ...])\n", - " value (keypoints) [List[List[float]]] : an ordered list of [x, y, visibility] keypoints for a keypoint skeleton instance\n", - " (e.g. [[0.2, 0.3, 2], [0.4, 0.5, 2], ...])\n", - "```" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "4404049f", - "metadata": {}, - "outputs": [], - "source": [ - "# # create some artificial splits\n", - "# splits = ['train' for _ in range(20)] + ['val' for _ in range(10)]\n", - "\n", - "\n", - "def COCO_people_subset_generator():\n", - " # find image paths and load COCO annotations\n", - " img_dir = \"../data/person_val2017_subset\"\n", - " annot_file = \"../data/person_keypoints_val2017.json\"\n", - " # get paths to images sorted by number\n", - " im_paths = glob.glob(img_dir + \"/*.jpg\")\n", - " nums = np.array([int(path.split(\"/\")[-1].split(\".\")[0]) for path in im_paths])\n", - " idxs = np.argsort(nums)\n", - " im_paths = list(np.array(im_paths)[idxs])\n", - " # load\n", - " with open(annot_file) as file:\n", - " data = json.load(file)\n", - " imgs = data[\"images\"]\n", - " anns = data[\"annotations\"]\n", - "\n", - " for i, path in tqdm(enumerate(im_paths)):\n", - " # find annotations matching the COCO image\n", - " gran = path.split(\"/\")[-1]\n", - " img = [img for img in imgs if img[\"file_name\"] == gran][0]\n", - " img_id = img[\"id\"]\n", - " img_anns = [ann for ann in anns if ann[\"image_id\"] == img_id]\n", - "\n", - " # load the image\n", - " im = cv2.imread(path)\n", - " height, width, _ = im.shape\n", - "\n", - " if len(img_anns):\n", - " yield {\n", - " \"file\": path,\n", - " \"class\": \"person\",\n", - " \"type\": \"classification\",\n", - " \"value\": True,\n", - " }\n", - "\n", - " for ann in img_anns:\n", - " # COCO-specific conversion for segmentation\n", - " seg = ann[\"segmentation\"]\n", - " if isinstance(seg, list):\n", - " poly = []\n", - " for s in seg:\n", - " poly_arr = np.array(s).reshape(-1, 2)\n", - " poly += [\n", - " (poly_arr[i, 0] / width, poly_arr[i, 1] / height)\n", - " for i in range(len(poly_arr))\n", - " ]\n", - " yield {\n", - " \"file\": path,\n", - " \"class\": \"person\",\n", - " \"type\": \"polyline\",\n", - " \"value\": poly,\n", - " }\n", - "\n", - " # COCO-specific conversion for bounding boxes\n", - " x, y, w, h = ann[\"bbox\"]\n", - " yield {\n", - " \"file\": path,\n", - " \"class\": \"person\",\n", - " \"type\": \"box\",\n", - " \"value\": (x / width, y / height, w / width, h / height),\n", - " }\n", - "\n", - " # COCO-specific conversion for keypoints\n", - " kps = np.array(ann[\"keypoints\"]).reshape(-1, 3)\n", - " keypoint = []\n", - " for kp in kps:\n", - " keypoint.append(\n", - " (float(kp[0] / width), float(kp[1] / height), int(kp[2]))\n", - " )\n", - " yield {\n", - " \"file\": path,\n", - " \"class\": \"person\",\n", - " \"type\": \"keypoints\",\n", - " \"value\": keypoint,\n", - " }" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "8171a7f9", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "30it [00:00, 205.90it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generating UUIDs...\n", - "Took 0.01261138916015625 seconds\n", - "Saving annotations...\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 469/469 [00:00<00:00, 38298.55it/s]" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Took 0.014262199401855469 seconds\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n" - ] - } - ], - "source": [ - "dataset = LuxonisDataset(dataset_name)\n", - "dataset.set_classes([\"person\"])\n", - "\n", - "annot_file = \"../data/person_keypoints_val2017.json\"\n", - "with open(annot_file) as file:\n", - " data = json.load(file)\n", - "dataset.set_skeletons(\n", - " {\n", - " \"person\": {\n", - " \"labels\": data[\"categories\"][0][\"keypoints\"],\n", - " \"edges\": (np.array(data[\"categories\"][0][\"skeleton\"]) - 1).tolist(),\n", - " }\n", - " }\n", - ")\n", - "dataset.add(COCO_people_subset_generator)" - ] - }, - { - "cell_type": "markdown", - "id": "d9454797-d804-45f1-92dc-393f76be2219", - "metadata": {}, - "source": [ - "### Define Splits" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "e2094a5d-0371-48da-91f1-b9590686339d", - "metadata": {}, - "outputs": [], - "source": [ - "# without providing manual splits, this will randomly split the data\n", - "dataset.make_splits()" - ] - }, - { - "cell_type": "markdown", - "id": "828f6d36-d5f1-4c68-9f70-80d26d45690e", - "metadata": {}, - "source": [ - "### Test Loader" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "fda91cd6-9fe5-43ee-ab88-3dfc57ff89ef", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Sample classification tensor\n", - "[1.]\n", - "\n", - "Sample boxes tensor\n", - "[[0. 0.01685937 0.06797917 0.091 0.3528125 ]\n", - " [0. 0.35225 0.53258333 0.198875 0.46741667]\n", - " [0. 0.12070312 0.5095 0.17703125 0.490125 ]\n", - " [0. 0.0641875 0.19933333 0.16723437 0.78827083]\n", - " [0. 0.18629688 0.16966667 0.10821875 0.39202083]\n", - " [0. 0.07939063 0.12197917 0.1323125 0.1749375 ]\n", - " [0. 0.26748437 0.06470833 0.12559375 0.32183333]\n", - " [0. 0.46409375 0.1044375 0.09125 0.18172917]\n", - " [0. 0.33039062 0.1841875 0.19323438 0.40210417]\n", - " [0. 0.5545 0.19102083 0.25448437 0.78875 ]\n", - " [0. 0.67929688 0.08527083 0.11071875 0.24933333]\n", - " [0. 0.66404688 0.0471875 0.06909375 0.1483125 ]\n", - " [0. 0.3251875 0.12770833 0.13967188 0.30979167]\n", - " [0. 0.8171875 0.05416667 0.18125 0.6 ]]\n", - "\n", - "Sample segmentation tensor\n", - "[[[0. 0. 0. ... 0. 0. 0.]\n", - " [0. 0. 0. ... 0. 0. 0.]\n", - " [0. 0. 0. ... 0. 0. 0.]\n", - " ...\n", - " [0. 0. 0. ... 0. 0. 0.]\n", - " [0. 0. 0. ... 0. 0. 0.]\n", - " [0. 0. 0. ... 0. 0. 0.]]]\n", - "\n", - "Sample keypoints tensor\n", - "[[0. 0.090625 0.11666667 2. 0.0953125 0.10625\n", - " 2. 0.0765625 0.10833333 2. 0. 0.\n", - " 0. 0.0609375 0.12083333 2. 0. 0.\n", - " 0. 0.040625 0.175 2. 0. 0.\n", - " 0. 0.0265625 0.26666668 2. 0. 0.\n", - " 0. 0.040625 0.33750001 2. 0. 0.\n", - " 0. 0.0640625 0.36250001 2. 0. 0.\n", - " 0. 0. 0. 0. 0. 0.\n", - " 0. 0. 0. 0. ]\n", - " [0. 0.43437499 0.62291664 2. 0.44218749 0.61041665\n", - " 2. 0. 0. 0. 0.47499999 0.61874998\n", - " 2. 0. 0. 0. 0.50937498 0.72291666\n", - " 2. 0.43593749 0.66250002 2. 0.51406252 0.80208331\n", - " 1. 0.40468749 0.69375002 2. 0.46875 0.83749998\n", - " 2. 0.37031251 0.61874998 2. 0.48750001 0.86458331\n", - " 2. 0.44374999 0.85000002 2. 0.49687499 0.95833331\n", - " 2. 0.47499999 0.94999999 2. 0. 0.\n", - " 0. 0. 0. 0. ]\n", - " [0. 0.22499999 0.58958334 2. 0.22812501 0.57916665\n", - " 2. 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "loader = LuxonisLoader(dataset, view=\"train\")\n", - "for image, ann in loader:\n", - " cls = ann[LabelType.CLASSIFICATION]\n", - " box = ann[LabelType.BOUNDINGBOX]\n", - " seg = ann[LabelType.SEGMENTATION]\n", - " kps = ann[LabelType.KEYPOINT]\n", - "\n", - " print(\"Sample classification tensor\")\n", - " print(cls)\n", - " print()\n", - "\n", - " print(\"Sample boxes tensor\")\n", - " print(box)\n", - " print()\n", - "\n", - " print(\"Sample segmentation tensor\")\n", - " print(seg)\n", - " print()\n", - "\n", - " print(\"Sample keypoints tensor\")\n", - " print(kps)\n", - " print()\n", - "\n", - " h, w, _ = image.shape\n", - " for b in box:\n", - " cv2.rectangle(\n", - " image,\n", - " (int(b[1] * w), int(b[2] * h)),\n", - " (int(b[1] * w + b[3] * w), int(b[2] * h + b[4] * h)),\n", - " (255, 0, 0),\n", - " 2,\n", - " )\n", - " mask_viz = np.zeros((h, w, 3)).astype(np.uint8)\n", - " for mask in seg:\n", - " mask_viz[mask == 1, 2] = 255\n", - " image = cv2.addWeighted(image, 0.5, mask_viz, 0.5, 0)\n", - "\n", - " for kp in kps:\n", - " kp = kp[1:].reshape(-1, 3)\n", - " for k in kp:\n", - " cv2.circle(image, (int(k[0] * w), int(k[1] * h)), 2, (0, 255, 0), 2)\n", - "\n", - " plt.imshow(image)\n", - " plt.axis(\"off\") # Optional: Hide axis\n", - " plt.show()\n", - " break" - ] - } - ], - "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": "3.10.13" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/tests/integration/conftest.py b/tests/integration/conftest.py index 6e2196a6..35c893d4 100644 --- a/tests/integration/conftest.py +++ b/tests/integration/conftest.py @@ -26,8 +26,11 @@ def create_dataset(name: str) -> LuxonisDataset: def create_coco_dataset(): dataset = create_dataset("coco_test") url = "https://drive.google.com/uc?id=1XlvFK7aRmt8op6-hHkWVKIJQeDtOwoRT" - output_zip = "../data/COCO_people_subset.zip" output_folder = "../data/" + output_zip = os.path.join(output_folder, "COCO_people_subset.zip") + + if not os.path.exists(output_folder): + os.makedirs(output_folder) if not os.path.exists(output_zip) and not os.path.exists( os.path.join(output_folder, "COCO_people_subset") @@ -38,8 +41,8 @@ def create_coco_dataset(): zip_ref.extractall(output_folder) def COCO_people_subset_generator(): - img_dir = "../data/person_val2017_subset" - annot_file = "../data/person_keypoints_val2017.json" + img_dir = os.path.join(output_folder, "person_val2017_subset") + annot_file = os.path.join(output_folder, "person_keypoints_val2017.json") im_paths = glob.glob(img_dir + "/*.jpg") nums = np.array([int(Path(path).stem) for path in im_paths]) idxs = np.argsort(nums) @@ -106,7 +109,7 @@ def COCO_people_subset_generator(): dataset.set_classes(["person"]) - annot_file = "../data/person_keypoints_val2017.json" + annot_file = os.path.join(output_folder, "person_keypoints_val2017.json") with open(annot_file) as file: data = json.load(file) dataset.set_skeletons( @@ -124,8 +127,11 @@ def COCO_people_subset_generator(): @pytest.fixture(scope="session", autouse=True) def create_cifar10_dataset(): dataset = create_dataset("cifar10_test") + output_folder = "../data/" + if not os.path.exists(output_folder): + os.makedirs(output_folder) cifar10_torch = torchvision.datasets.CIFAR10( - root="../data", train=False, download=True + root=output_folder, train=False, download=True ) classes = [ "airplane", @@ -144,7 +150,7 @@ def CIFAR10_subset_generator(): for i, (image, label) in enumerate(cifar10_torch): # type: ignore if i == 1000: break - path = f"../data/cifar_{i}.png" + path = os.path.join(output_folder, f"cifar_{i}.png") image.save(path) yield { "file": path,