{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Random Erasing Data Augmentation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the abstract of the [paper](https://arxiv.org/abs/1708.04896):\n", "\n", "```\n", "In training, Random Erasing randomly selects a rectangle region in an image and erases its pixels with random values. In this process, training images with various levels of occlusion are generated, which reduces the risk of over-fitting and makes the model robust to occlusion. Random Erasing is parameter learning free, easy to implement, and can be integrated with most of the CNN-based recognition models.\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\"Random" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As seen from image above, this `RandomErase` data augmentation, randomly selects a region from the input image, erases the existing image in that region and fills the region with random values.\n" ] }, { "cell_type": "markdown", "metadata": { "heading_collapsed": true }, "source": [ "## Training models with `RandomErase` using `timm`'s training script" ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "To train a model using the `RandomErase` data augmentation using `timm`'s training script, simply add the `--reprob` flag with a probability value. \n", "\n", "```python\n", "python train.py ../imagenette2-320 --reprob 0.4\n", "```\n", "\n", "Running the above command applies the `RandomErase` data augmentation to the input images with a probability of `0.4`." ] }, { "cell_type": "markdown", "metadata": { "heading_collapsed": true }, "source": [ "## Using `RandomErase` data augmentation in custom training scripts" ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "Section `1.1` provides an example of using `RandomErase` data augmentation to train a nueral net using `timm`'s training script. But often you might want to simply just use `RandomErase` augmentation using your own custom training loop. This section explains how one could achieve that. " ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "The `RandomErase` data augmentation inside `timm` is implemented inside `RandomErasing` class. All we do in the code below, is first create an input image tensor, and visualize it. " ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "> NOTE: This variant of RandomErasing is intended to be applied to either a batch or single image tensor after it has been normalized by dataset mean and std. This is different from `RandAugment` where the class expects a `PIL.Image` as input. " ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "hidden": true }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from PIL import Image\n", "from timm.data.random_erasing import RandomErasing\n", "from torchvision import transforms\n", "from matplotlib import pyplot as plt\n", "\n", "img = Image.open(\"../../imagenette2-320/train/n01440764/ILSVRC2012_val_00000293.JPEG\")\n", "x = transforms.ToTensor()(img)\n", "plt.imshow(x.permute(1, 2, 0))" ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "Great, as we can see it is the same image of a \"tench\" as shown pretty much everywhere inside this documentation. Let's now apply the `RandomErasing` augmentation and visualize the results. " ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "hidden": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "random_erase = RandomErasing(probability=1, mode='pixel', device='cpu')\n", "plt.imshow(random_erase(x).permute(1, 2, 0))" ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "As we can see, after applying the `RandomErasing` data augmentation, a square of random size inside the image has been replaced with random values as mentioned in the paper. Thus, pseudo-code to use `RandomErasing` in your custom training script would look something like: \n", "\n", "```python \n", "from timm.data.random_erasing import RandomErasing\n", "\n", "# get input images and convert to `torch.tensor`\n", "X, y = input_training_batch()\n", "X = convert_to_torch_tensor(X)\n", "\n", "# perform RandomErase data augmentation\n", "random_erase = RandomErasing(probability=0.5)\n", "\n", "# get augmented batch\n", "X_aug = random_erase(X)\n", "\n", "# do something here \n", "```" ] }, { "cell_type": "markdown", "metadata": { "heading_collapsed": true }, "source": [ "## `timm`'s implementation of `RandomErase`" ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "In this section we will look at the source code of the `RandomErasing` class inside `timm`. The complete source code of this class looks like: \n", "\n", "```python\n", "class RandomErasing:\n", " \"\"\" Randomly selects a rectangle region in an image and erases its pixels.\n", " 'Random Erasing Data Augmentation' by Zhong et al.\n", " See https://arxiv.org/pdf/1708.04896.pdf\n", "\n", " This variant of RandomErasing is intended to be applied to either a batch\n", " or single image tensor after it has been normalized by dataset mean and std.\n", " Args:\n", " probability: Probability that the Random Erasing operation will be performed.\n", " min_area: Minimum percentage of erased area wrt input image area.\n", " max_area: Maximum percentage of erased area wrt input image area.\n", " min_aspect: Minimum aspect ratio of erased area.\n", " mode: pixel color mode, one of 'const', 'rand', or 'pixel'\n", " 'const' - erase block is constant color of 0 for all channels\n", " 'rand' - erase block is same per-channel random (normal) color\n", " 'pixel' - erase block is per-pixel random (normal) color\n", " max_count: maximum number of erasing blocks per image, area per box is scaled by count.\n", " per-image count is randomly chosen between 1 and this value.\n", " \"\"\"\n", "\n", " def __init__(\n", " self,\n", " probability=0.5, min_area=0.02, max_area=1/3, min_aspect=0.3, max_aspect=None,\n", " mode='const', min_count=1, max_count=None, num_splits=0, device='cuda'):\n", " self.probability = probability\n", " self.min_area = min_area\n", " self.max_area = max_area\n", " max_aspect = max_aspect or 1 / min_aspect\n", " self.log_aspect_ratio = (math.log(min_aspect), math.log(max_aspect))\n", " self.min_count = min_count\n", " self.max_count = max_count or min_count\n", " self.num_splits = num_splits\n", " mode = mode.lower()\n", " self.rand_color = False\n", " self.per_pixel = False\n", " if mode == 'rand':\n", " self.rand_color = True # per block random normal\n", " elif mode == 'pixel':\n", " self.per_pixel = True # per pixel random normal\n", " else:\n", " assert not mode or mode == 'const'\n", " self.device = device\n", "\n", " def _erase(self, img, chan, img_h, img_w, dtype):\n", " if random.random() > self.probability:\n", " return\n", " area = img_h * img_w\n", " count = self.min_count if self.min_count == self.max_count else \\\n", " random.randint(self.min_count, self.max_count)\n", " for _ in range(count):\n", " for attempt in range(10):\n", " target_area = random.uniform(self.min_area, self.max_area) * area / count\n", " aspect_ratio = math.exp(random.uniform(*self.log_aspect_ratio))\n", " h = int(round(math.sqrt(target_area * aspect_ratio)))\n", " w = int(round(math.sqrt(target_area / aspect_ratio)))\n", " if w < img_w and h < img_h:\n", " top = random.randint(0, img_h - h)\n", " left = random.randint(0, img_w - w)\n", " img[:, top:top + h, left:left + w] = _get_pixels(\n", " self.per_pixel, self.rand_color, (chan, h, w),\n", " dtype=dtype, device=self.device)\n", " break\n", "\n", " def __call__(self, input):\n", " if len(input.size()) == 3:\n", " self._erase(input, *input.size(), input.dtype)\n", " else:\n", " batch_size, chan, img_h, img_w = input.size()\n", " # skip first slice of batch if num_splits is set (for clean portion of samples)\n", " batch_start = batch_size // self.num_splits if self.num_splits > 1 else 0\n", " for i in range(batch_start, batch_size):\n", " self._erase(input[i], chan, img_h, img_w, input.dtype)\n", " return input\n", "```" ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "All the fun is going inside the `_erase` method which we will look into next. But in simple words what the above code is doing is that we call this class either passing in a single tensor of size 3 `CHW` or an input batch of size 4 `NCHW`. If it's an input batch, and batch is not split similar to `Augmix`, then we apply the `RandomErase` data augmentation to the whole batch otherwise we leave the first split as is which becomes the clean split. This splitting of the dataset has already been explained [here](https://fastai.github.io/timmdocs/dataset#AugmixDataset) and [here](https://fastai.github.io/timmdocs/tutorial_splitbn)." ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "Let's now look at the `_erase` method in detail and understand all the magic. " ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "```python\n", " def _erase(self, img, chan, img_h, img_w, dtype):\n", " if random.random() > self.probability:\n", " return\n", " area = img_h * img_w\n", " count = self.min_count if self.min_count == self.max_count else \\\n", " random.randint(self.min_count, self.max_count)\n", " for _ in range(count):\n", " for attempt in range(10):\n", " target_area = random.uniform(self.min_area, self.max_area) * area / count\n", " aspect_ratio = math.exp(random.uniform(*self.log_aspect_ratio))\n", " h = int(round(math.sqrt(target_area * aspect_ratio)))\n", " w = int(round(math.sqrt(target_area / aspect_ratio)))\n", " if w < img_w and h < img_h:\n", " top = random.randint(0, img_h - h)\n", " left = random.randint(0, img_w - w)\n", " img[:, top:top + h, left:left + w] = _get_pixels(\n", " self.per_pixel, self.rand_color, (chan, h, w),\n", " dtype=dtype, device=self.device)\n", " break\n", "```" ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "The `_erase` method above accepts an input `img` (torch.tensor), `chan` which represents the number of channels in the image and also `img_h` and `img_w` which refer to image height and width. " ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "We select a value for `count` based on `self.min_count` and `self.max_count`. The `self.min_count` has already been set to minimum number of random erase blocks, and `self.max_count` refers to the maximum number of random erase blocks. Most of the times, both default to 1, that is we only add a single random erase block to the input `img`. " ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "Next, we select a random `target_area` and `aspect_ratio` of the random erase block, and based on these we select the values of the `h` height and `w` width of the random erase block. " ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "Finally, we replace the pixels inside the image from location `img[:, top:top + h, left:left + w]` where `top` represents a random integer value on the y-axis and `left` represents a random integer value on the x-axis. The `_get_pixels` is a function implemented in `timm` that returns the random values to be filled inside the random erase block depending on the `Random Erase` mode inside `timm`. " ] }, { "cell_type": "markdown", "metadata": { "hidden": true }, "source": [ "If `mode=='pixel'`, then, the `_get_pixels` returns a normal distribution, otherwise a constant value of `0` is filled. " ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.8.5" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": false } }, "nbformat": 4, "nbformat_minor": 4 }