{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "provenance": [], "gpuType": "T4", "toc_visible": true }, "kernelspec": { "name": "python3", "display_name": "Python 3" }, "language_info": { "name": "python" }, "accelerator": "GPU" }, "cells": [ { "cell_type": "markdown", "source": [ "# Image Classification\n", "***Remark :*** This notebook contains two part\n", "1. How to Train\n", "2. Direct Deploy model without any need of training model\n", "\n", "### More Details \n", "\n", "* In this notebook we are going to fine tune a pre trained model using `PyTorch`\n", " - Model used : [EffecientNet B2](https://pytorch.org/vision/stable/models/generated/torchvision.models.efficientnet_b2.html#torchvision.models.EfficientNet_B2_Weights)\n", " - Dataset used : [Food101](https://pytorch.org/vision/stable/generated/torchvision.datasets.Food101.html#torchvision.datasets.Food101)\n", "* Learn new way to get the model from `Torchvision`\n", "\n", "***Remark -*** If you are using google colab change run time\n", "* Click on Runtime in top right side of the screen\n", "* Click on change Runtime type\n", "* Change Hardware accelerator to GPU and click on Save" ], "metadata": { "id": "l9rMzC9MVRxC" } }, { "cell_type": "markdown", "source": [ "## Importing Librarys\n", "Pre requriements for run Localy\n", "* [PyTorch](https://pytorch.org/get-started/locally/)\n", "* [Torchinfo](https://pypi.org/project/torchinfo/)" ], "metadata": { "id": "k96Du1D0W23Y" } }, { "cell_type": "code", "source": [ "import os\n", "import requests\n", "import numpy as np\n", "from PIL import Image\n", "from tqdm import tqdm # For Progressing bar in training time\n", "from pathlib import Path\n", "import matplotlib.pyplot as plt\n", "\n", "import torch\n", "from torch import nn\n", "import torchvision\n", "from torch.utils.data import DataLoader\n", "from torchvision import transforms\n", "try:\n", " from torchinfo import summary # for getting a summary of the model\n", "except:\n", " !pip install torchinfo\n", " from torchinfo import summary" ], "metadata": { "id": "tEy5XpHEXqb-", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "7834894d-1efe-4119-8cba-76df5726357d" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Collecting torchinfo\n", " Downloading torchinfo-1.8.0-py3-none-any.whl (23 kB)\n", "Installing collected packages: torchinfo\n", "Successfully installed torchinfo-1.8.0\n" ] } ] }, { "cell_type": "markdown", "source": [ "### Device-agnostic code" ], "metadata": { "id": "Kc1oN9zjbsD8" } }, { "cell_type": "code", "source": [ "import torch\n", "device= \"cuda\" if torch.cuda.is_available() else \"cpu\"\n", "print(device)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "4ZEYaAVfbyfo", "outputId": "f804238d-9c01-4210-b36d-9def5d2a520f" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "cuda\n" ] } ] }, { "cell_type": "code", "source": [ "# Detail if GPU is Present\n", "!nvidia-smi" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "G8YKq2bHeLdl", "outputId": "79ccaa92-781c-41ea-8b1a-255c188e5ae7" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Fri Jul 21 14:48:13 2023 \n", "+-----------------------------------------------------------------------------+\n", "| NVIDIA-SMI 525.105.17 Driver Version: 525.105.17 CUDA Version: 12.0 |\n", "|-------------------------------+----------------------+----------------------+\n", "| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |\n", "| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |\n", "| | | MIG M. |\n", "|===============================+======================+======================|\n", "| 0 Tesla T4 Off | 00000000:00:04.0 Off | 0 |\n", "| N/A 43C P8 9W / 70W | 3MiB / 15360MiB | 0% Default |\n", "| | | N/A |\n", "+-------------------------------+----------------------+----------------------+\n", " \n", "+-----------------------------------------------------------------------------+\n", "| Processes: |\n", "| GPU GI CI PID Type Process name GPU Memory |\n", "| ID ID Usage |\n", "|=============================================================================|\n", "| No running processes found |\n", "+-----------------------------------------------------------------------------+\n" ] } ] }, { "cell_type": "markdown", "source": [ "## Model ( weights + transforms )\n" ], "metadata": { "id": "rirqjLcjbLsJ" } }, { "cell_type": "code", "source": [ "import torchvision\n", "# geting the weights for EfficientNet B2 and then get the transforms\n", "weights = torchvision.models.EfficientNet_B2_Weights.DEFAULT # \".DEFAULT\" = best available weights\n", "# Transforms used in EfficientNet B2\n", "transform=weights.transforms()\n", "# Model\n", "model = torchvision.models.efficientnet_b2(weights=weights).to(device)\n", "# print(model)" ], "metadata": { "id": "q-jGAOsWbXwJ", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "5d284ea8-abb4-4c05-fa05-5f4462a16805" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "Downloading: \"https://download.pytorch.org/models/efficientnet_b2_rwightman-bcdf34b7.pth\" to /root/.cache/torch/hub/checkpoints/efficientnet_b2_rwightman-bcdf34b7.pth\n", "100%|██████████| 35.2M/35.2M [00:00<00:00, 61.2MB/s]\n" ] } ] }, { "cell_type": "markdown", "source": [ "## Dataset + DataLoader (4.7GB) \n" ], "metadata": { "id": "Glx2bsWpayH5" } }, { "cell_type": "code", "source": [ "import os\n", "from pathlib import Path\n", "from torch.utils.data import DataLoader\n", "# making dir for data\n", "data_path=Path(\"data\")\n", "data_path.mkdir(parents=True,exist_ok=True)\n", "\n", "# Dataset\n", "train_data=torchvision.datasets.Food101(root=data_path,\n", " split=\"train\",\n", " transform=transform,\n", " download=True)\n", "test_data=torchvision.datasets.Food101(root=data_path,\n", " split=\"test\",\n", " transform=transform,\n", " download=True)\n", "# DataLoaders\n", "train_dataloader=DataLoader(dataset=train_data,\n", " batch_size=64,\n", " shuffle=True,\n", " num_workers=os.cpu_count())\n", "test_dataloader=DataLoader(dataset=test_data,\n", " batch_size=64,\n", " shuffle=False,\n", " num_workers=os.cpu_count())\n", "# print(train_dataloader,test_dataloader,len(train_dataloader),len(test_dataloader))" ], "metadata": { "id": "gDZlbHofa8nT", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "c77c71fa-ed73-4825-cb6f-0de7474602ad" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Downloading https://data.vision.ee.ethz.ch/cvl/food-101.tar.gz to data/food-101.tar.gz\n" ] }, { "output_type": "stream", "name": "stderr", "text": [ "100%|██████████| 4996278331/4996278331 [05:49<00:00, 14278549.95it/s]\n" ] }, { "output_type": "stream", "name": "stdout", "text": [ "Extracting data/food-101.tar.gz to data\n" ] } ] }, { "cell_type": "code", "source": [ "# Creating class_names list and Class_to_idx dict\n", "class_names=train_data.classes\n", "class_to_idx=train_data.class_to_idx\n", "# class_names,class_to_idx" ], "metadata": { "id": "wZwGlx7TdZ6y" }, "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "source": [ "### train_step, test_step, train function to train model" ], "metadata": { "id": "Cgu0gk66m6h9" } }, { "cell_type": "code", "source": [ "def train_step(model: torch.nn.Module,\n", " train_dataloader: torch.utils.data.DataLoader,\n", " loss_fn: torch.nn.Module,\n", " optimizer: torch.optim.Optimizer,\n", " device: torch.device):\n", " \"\"\"Trains a PyTorch model for a single epoch.\n", "\n", " Turns a target PyTorch model to training mode and then\n", " runs through all of the required training steps (forward\n", " pass, loss calculation, optimizer step).\n", "\n", " Args:\n", " model: A PyTorch model to be trained.\n", " dataloader: A DataLoader instance for the model to be trained on.\n", " loss_fn: A PyTorch loss function to minimize.\n", " optimizer: A PyTorch optimizer to help minimize the loss function.\n", " device: A target device to compute on (e.g. \"cuda\" or \"cpu\").\n", "\n", " Returns:\n", " A tuple of training loss and training accuracy metrics.\n", " In the form (train_loss, train_accuracy). For example:\n", "\n", " (0.1112, 0.8743)\n", " \"\"\"\n", " #setting the model to train mode\n", " total_loss,total_acc=0,0\n", " for i,(X,y) in enumerate(train_dataloader):\n", " # to device\n", " X,y=X.to(device),y.to(device)\n", " # forward pass\n", " y_logits=model(X)\n", " # loss calculate\n", " loss=loss_fn(y_logits,y)\n", " # zero the optimizer\n", " optimizer.zero_grad()\n", " # loss backward\n", " loss.backward()\n", " # optimizer step\n", " optimizer.step()\n", " total_acc+=(torch.argmax(y_logits,dim=1)==y).sum()/len(y)\n", " total_loss+=loss\n", " total_loss/=len(train_dataloader)\n", " total_acc=total_acc/len(train_dataloader)\n", " return total_loss,total_acc\n", "\n", "def test_step(model,\n", " test_dataloader,\n", " loss_fn,\n", " device):\n", " \"\"\"Tests a PyTorch model for a single epoch.\n", "\n", " Turns a target PyTorch model to \"eval\" mode and then performs\n", " a forward pass on a testing dataset.\n", "\n", " Args:\n", " model: A PyTorch model to be tested.\n", " dataloader: A DataLoader instance for the model to be tested on.\n", " loss_fn: A PyTorch loss function to calculate loss on the test data.\n", " device: A target device to compute on (e.g. \"cuda\" or \"cpu\").\n", "\n", " Returns:\n", " A tuple of testing loss and testing accuracy metrics.\n", " In the form (test_loss, test_accuracy). For example:\n", "\n", " (0.0223, 0.8985)\n", " \"\"\"\n", " # eval model\n", " with torch.inference_mode():\n", " test_loss,test_acc=0,0\n", " for i,(X,y) in enumerate(test_dataloader):\n", " X,y=X.to(device),y.to(device)\n", " y_logits=model(X)\n", " test_acc+=(torch.argmax(y_logits,dim=1)==y).sum()/len(y)\n", " test_loss+=loss_fn(y_logits,y)\n", " test_loss/=len(test_dataloader)\n", " test_acc=test_acc/len(test_dataloader)\n", " return test_loss,test_acc\n", "\n", "def train(model,\n", " train_dataloader,\n", " test_dataloader,\n", " loss_fn,\n", " optimizer,\n", " epochs,\n", " device):\n", " \"\"\"Trains and tests a PyTorch model.\n", "\n", " Passes a target PyTorch models through train_step() and test_step()\n", " functions for a number of epochs, training and testing the model\n", " in the same epoch loop.\n", "\n", " Calculates, prints and stores evaluation metrics throughout.\n", "\n", " Args:\n", " model: A PyTorch model to be trained and tested.\n", " train_dataloader: A DataLoader instance for the model to be trained on.\n", " test_dataloader: A DataLoader instance for the model to be tested on.\n", " optimizer: A PyTorch optimizer to help minimize the loss function.\n", " loss_fn: A PyTorch loss function to calculate loss on both datasets.\n", " epochs: An integer indicating how many epochs to train for.\n", " device: A target device to compute on (e.g. \"cuda\" or \"cpu\").\n", "\n", " Returns:\n", " A dictionary of training and testing loss as well as training and\n", " testing accuracy metrics. Each metric has a value in a list for\n", " each epoch.\n", " In the form: {train_loss: [...],\n", " train_acc: [...],\n", " test_loss: [...],\n", " test_acc: [...]}\n", " For example if training for epochs=2:\n", " {train_loss: [2.0616, 1.0537],\n", " train_acc: [0.3945, 0.3945],\n", " test_loss: [1.2641, 1.5706],\n", " test_acc: [0.3400, 0.2973]}\n", " \"\"\"\n", " status_dict={\"train_loss\":[],\n", " \"train_acc\":[],\n", " \"test_loss\":[],\n", " \"test_acc\":[]}\n", " from pathlib import Path\n", " save_path=Path(\"models\")\n", " save_path.mkdir(parents=True,exist_ok=True)\n", " model.to(device)\n", " for epoch in tqdm(range(epochs)):\n", " model.train()\n", " loss_train,acc_train=train_step(model,\n", " train_dataloader=train_dataloader,\n", " loss_fn=loss_fn,\n", " optimizer=optimizer,\n", " device=device)\n", " status_dict[\"train_loss\"].append(loss_train)\n", " status_dict[\"train_acc\"].append(acc_train)\n", " model.eval()\n", " loss_test,acc_test=test_step(model,\n", " test_dataloader,\n", " loss_fn,\n", " device)\n", " status_dict[\"test_loss\"].append(loss_test)\n", " status_dict[\"test_acc\"].append(acc_test)\n", " print(f\"epoch : {epoch+1} | train_loss : {loss_train} | train_acc : {acc_train} | test_loss : {loss_test} | test_acc : {acc_test}\")\n", " model_path=save_path/f\"model_effecientnet_b2_weights_{epoch}.pth\"\n", " torch.save(obj=model.state_dict(),f=model_path)\n", " return status_dict" ], "metadata": { "id": "W3bQ-wBnnFP2" }, "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "source": [ "## Fine Tuning\n", "* ### Feature Extraction\n", " 1. Making all layers ***Requires_grad=False***\n", " 2. Change the Classification layer to suit your requirement\n", " 3. Train Model for some (5-10) epochs\n", "* ### Fine Tuning\n", "\n", " ***Remark :*** In fine tuning we use vary `low learning rate` like - 1e-5\n", "\n", " ***Remark :*** In fine tuning we `don't train normalize layer` like - [batchnorm2d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm2d.html)\n", "\n", " * Half Model trainable\n", " 1. Making upper layer trainable\n", " 2. Train Model for 4-5 epochs\n", " * Full Model trainable\n", " 1. Making all layer trainable\n", " 2. Train Model for 3-4 epochs" ], "metadata": { "id": "_ifRTYbyeDwd" } }, { "cell_type": "markdown", "source": [ "### Feature Extraction" ], "metadata": { "id": "lrYEqv4vl8fF" } }, { "cell_type": "code", "source": [ "# Setting all parameters to not-trainable\n", "for params in model.parameters():\n", " params.requires_grad=False\n", "\n", "# Changing Classification layer\n", "model.classifier=nn.Sequential(\n", " nn.Dropout(p=0.3,inplace=True),\n", " nn.Linear(in_features=1408,out_features=len(class_names)))\n", "model.classifier\n", "\n", "# checking the status of the parameters of models\n", "from torchinfo import summary\n", "\"\"\" To find the status of model uncomment below 4 lines\"\"\"\n", "print(summary(model,\n", " input_size=(32,3,288,288),\n", " col_names=['input_size','output_size','num_params','trainable'],\n", " col_width=18))\n", "\n", "# Loss_fn + optimizer + train the model\n", "loss_fn=nn.CrossEntropyLoss()\n", "optimizer=torch.optim.Adam(model.parameters(),lr=0.001)\n", "state_dict=train(model,train_dataloader,test_dataloader,loss_fn,optimizer,5,device)\n", "# print(state_dict)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "SoqylwI2mAiV", "outputId": "dd3633e9-6b27-4d65-fb57-10e7e6ffa189" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "===============================================================================================================================\n", "Layer (type:depth-idx) Input Shape Output Shape Param # Trainable\n", "===============================================================================================================================\n", "EfficientNet [32, 3, 288, 288] [32, 101] -- Partial\n", "├─Sequential: 1-1 [32, 3, 288, 288] [32, 1408, 9, 9] -- False\n", "│ └─Conv2dNormActivation: 2-1 [32, 3, 288, 288] [32, 32, 144, 144] -- False\n", "│ │ └─Conv2d: 3-1 [32, 3, 288, 288] [32, 32, 144, 144] (864) False\n", "│ │ └─BatchNorm2d: 3-2 [32, 32, 144, 144] [32, 32, 144, 144] (64) False\n", "│ │ └─SiLU: 3-3 [32, 32, 144, 144] [32, 32, 144, 144] -- --\n", "│ └─Sequential: 2-2 [32, 32, 144, 144] [32, 16, 144, 144] -- False\n", "│ │ └─MBConv: 3-4 [32, 32, 144, 144] [32, 16, 144, 144] (1,448) False\n", "│ │ └─MBConv: 3-5 [32, 16, 144, 144] [32, 16, 144, 144] (612) False\n", "│ └─Sequential: 2-3 [32, 16, 144, 144] [32, 24, 72, 72] -- False\n", "│ │ └─MBConv: 3-6 [32, 16, 144, 144] [32, 24, 72, 72] (6,004) False\n", "│ │ └─MBConv: 3-7 [32, 24, 72, 72] [32, 24, 72, 72] (10,710) False\n", "│ │ └─MBConv: 3-8 [32, 24, 72, 72] [32, 24, 72, 72] (10,710) False\n", "│ └─Sequential: 2-4 [32, 24, 72, 72] [32, 48, 36, 36] -- False\n", "│ │ └─MBConv: 3-9 [32, 24, 72, 72] [32, 48, 36, 36] (16,518) False\n", "│ │ └─MBConv: 3-10 [32, 48, 36, 36] [32, 48, 36, 36] (43,308) False\n", "│ │ └─MBConv: 3-11 [32, 48, 36, 36] [32, 48, 36, 36] (43,308) False\n", "│ └─Sequential: 2-5 [32, 48, 36, 36] [32, 88, 18, 18] -- False\n", "│ │ └─MBConv: 3-12 [32, 48, 36, 36] [32, 88, 18, 18] (50,300) False\n", "│ │ └─MBConv: 3-13 [32, 88, 18, 18] [32, 88, 18, 18] (123,750) False\n", "│ │ └─MBConv: 3-14 [32, 88, 18, 18] [32, 88, 18, 18] (123,750) False\n", "│ │ └─MBConv: 3-15 [32, 88, 18, 18] [32, 88, 18, 18] (123,750) False\n", "│ └─Sequential: 2-6 [32, 88, 18, 18] [32, 120, 18, 18] -- False\n", "│ │ └─MBConv: 3-16 [32, 88, 18, 18] [32, 120, 18, 18] (149,158) False\n", "│ │ └─MBConv: 3-17 [32, 120, 18, 18] [32, 120, 18, 18] (237,870) False\n", "│ │ └─MBConv: 3-18 [32, 120, 18, 18] [32, 120, 18, 18] (237,870) False\n", "│ │ └─MBConv: 3-19 [32, 120, 18, 18] [32, 120, 18, 18] (237,870) False\n", "│ └─Sequential: 2-7 [32, 120, 18, 18] [32, 208, 9, 9] -- False\n", "│ │ └─MBConv: 3-20 [32, 120, 18, 18] [32, 208, 9, 9] (301,406) False\n", "│ │ └─MBConv: 3-21 [32, 208, 9, 9] [32, 208, 9, 9] (686,868) False\n", "│ │ └─MBConv: 3-22 [32, 208, 9, 9] [32, 208, 9, 9] (686,868) False\n", "│ │ └─MBConv: 3-23 [32, 208, 9, 9] [32, 208, 9, 9] (686,868) False\n", "│ │ └─MBConv: 3-24 [32, 208, 9, 9] [32, 208, 9, 9] (686,868) False\n", "│ └─Sequential: 2-8 [32, 208, 9, 9] [32, 352, 9, 9] -- False\n", "│ │ └─MBConv: 3-25 [32, 208, 9, 9] [32, 352, 9, 9] (846,900) False\n", "│ │ └─MBConv: 3-26 [32, 352, 9, 9] [32, 352, 9, 9] (1,888,920) False\n", "│ └─Conv2dNormActivation: 2-9 [32, 352, 9, 9] [32, 1408, 9, 9] -- False\n", "│ │ └─Conv2d: 3-27 [32, 352, 9, 9] [32, 1408, 9, 9] (495,616) False\n", "│ │ └─BatchNorm2d: 3-28 [32, 1408, 9, 9] [32, 1408, 9, 9] (2,816) False\n", "│ │ └─SiLU: 3-29 [32, 1408, 9, 9] [32, 1408, 9, 9] -- --\n", "├─AdaptiveAvgPool2d: 1-2 [32, 1408, 9, 9] [32, 1408, 1, 1] -- --\n", "├─Sequential: 1-3 [32, 1408] [32, 101] -- True\n", "│ └─Dropout: 2-10 [32, 1408] [32, 1408] -- --\n", "│ └─Linear: 2-11 [32, 1408] [32, 101] 142,309 True\n", "===============================================================================================================================\n", "Total params: 7,843,303\n", "Trainable params: 142,309\n", "Non-trainable params: 7,700,994\n", "Total mult-adds (G): 34.76\n", "===============================================================================================================================\n", "Input size (MB): 31.85\n", "Forward/backward pass size (MB): 8291.74\n", "Params size (MB): 31.37\n", "Estimated Total Size (MB): 8354.96\n", "===============================================================================================================================\n" ] } ] }, { "cell_type": "markdown", "source": [ "### Fine Tuning Part 1" ], "metadata": { "id": "qLFdXQVmrdx_" } }, { "cell_type": "code", "source": [ "for params in model.features[5:].parameters(): # Making the models upper layer un froze\n", " params.requires_grad=True\n", "\n", "for m in model.modules(): # Making the BatchNorm2d froze\n", " if isinstance(m, nn.BatchNorm2d):\n", " m.track_running_stats = False\n", " m.eval()\n", "\n", "# checking the status of the parameters of models\n", "from torchinfo import summary\n", "\"\"\" To find the status of model uncomment below 4 lines\"\"\"\n", "print(summary(model,\n", " input_size=(32,3,288,288),\n", " col_names=[\"input_size\",\"output_size\",\"num_params\",\"trainable\"],\n", " col_width=18))\n", "\n", "# Loss_fn + optimizer + train the model\n", "loss_fn=nn.CrossEntropyLoss()\n", "optimizer=torch.optim.Adam(model.parameters(),lr=0.0001)\n", "state_dict=train(model,train_dataloader,test_dataloader,loss_fn,optimizer,4,device)\n", "# print(state_dict)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "RjK04tD6ssuc", "outputId": "fb0cb78d-dacf-4b57-a6c5-b58ba54c9a23" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "===============================================================================================================================\n", "Layer (type:depth-idx) Input Shape Output Shape Param # Trainable\n", "===============================================================================================================================\n", "EfficientNet [32, 3, 288, 288] [32, 101] -- Partial\n", "├─Sequential: 1-1 [32, 3, 288, 288] [32, 1408, 9, 9] -- Partial\n", "│ └─Conv2dNormActivation: 2-1 [32, 3, 288, 288] [32, 32, 144, 144] -- False\n", "│ │ └─Conv2d: 3-1 [32, 3, 288, 288] [32, 32, 144, 144] (864) False\n", "│ │ └─BatchNorm2d: 3-2 [32, 32, 144, 144] [32, 32, 144, 144] (64) False\n", "│ │ └─SiLU: 3-3 [32, 32, 144, 144] [32, 32, 144, 144] -- --\n", "│ └─Sequential: 2-2 [32, 32, 144, 144] [32, 16, 144, 144] -- False\n", "│ │ └─MBConv: 3-4 [32, 32, 144, 144] [32, 16, 144, 144] (1,448) False\n", "│ │ └─MBConv: 3-5 [32, 16, 144, 144] [32, 16, 144, 144] (612) False\n", "│ └─Sequential: 2-3 [32, 16, 144, 144] [32, 24, 72, 72] -- False\n", "│ │ └─MBConv: 3-6 [32, 16, 144, 144] [32, 24, 72, 72] (6,004) False\n", "│ │ └─MBConv: 3-7 [32, 24, 72, 72] [32, 24, 72, 72] (10,710) False\n", "│ │ └─MBConv: 3-8 [32, 24, 72, 72] [32, 24, 72, 72] (10,710) False\n", "│ └─Sequential: 2-4 [32, 24, 72, 72] [32, 48, 36, 36] -- False\n", "│ │ └─MBConv: 3-9 [32, 24, 72, 72] [32, 48, 36, 36] (16,518) False\n", "│ │ └─MBConv: 3-10 [32, 48, 36, 36] [32, 48, 36, 36] (43,308) False\n", "│ │ └─MBConv: 3-11 [32, 48, 36, 36] [32, 48, 36, 36] (43,308) False\n", "│ └─Sequential: 2-5 [32, 48, 36, 36] [32, 88, 18, 18] -- False\n", "│ │ └─MBConv: 3-12 [32, 48, 36, 36] [32, 88, 18, 18] (50,300) False\n", "│ │ └─MBConv: 3-13 [32, 88, 18, 18] [32, 88, 18, 18] (123,750) False\n", "│ │ └─MBConv: 3-14 [32, 88, 18, 18] [32, 88, 18, 18] (123,750) False\n", "│ │ └─MBConv: 3-15 [32, 88, 18, 18] [32, 88, 18, 18] (123,750) False\n", "│ └─Sequential: 2-6 [32, 88, 18, 18] [32, 120, 18, 18] -- True\n", "│ │ └─MBConv: 3-16 [32, 88, 18, 18] [32, 120, 18, 18] 149,158 True\n", "│ │ └─MBConv: 3-17 [32, 120, 18, 18] [32, 120, 18, 18] 237,870 True\n", "│ │ └─MBConv: 3-18 [32, 120, 18, 18] [32, 120, 18, 18] 237,870 True\n", "│ │ └─MBConv: 3-19 [32, 120, 18, 18] [32, 120, 18, 18] 237,870 True\n", "│ └─Sequential: 2-7 [32, 120, 18, 18] [32, 208, 9, 9] -- True\n", "│ │ └─MBConv: 3-20 [32, 120, 18, 18] [32, 208, 9, 9] 301,406 True\n", "│ │ └─MBConv: 3-21 [32, 208, 9, 9] [32, 208, 9, 9] 686,868 True\n", "│ │ └─MBConv: 3-22 [32, 208, 9, 9] [32, 208, 9, 9] 686,868 True\n", "│ │ └─MBConv: 3-23 [32, 208, 9, 9] [32, 208, 9, 9] 686,868 True\n", "│ │ └─MBConv: 3-24 [32, 208, 9, 9] [32, 208, 9, 9] 686,868 True\n", "│ └─Sequential: 2-8 [32, 208, 9, 9] [32, 352, 9, 9] -- True\n", "│ │ └─MBConv: 3-25 [32, 208, 9, 9] [32, 352, 9, 9] 846,900 True\n", "│ │ └─MBConv: 3-26 [32, 352, 9, 9] [32, 352, 9, 9] 1,888,920 True\n", "│ └─Conv2dNormActivation: 2-9 [32, 352, 9, 9] [32, 1408, 9, 9] -- True\n", "│ │ └─Conv2d: 3-27 [32, 352, 9, 9] [32, 1408, 9, 9] 495,616 True\n", "│ │ └─BatchNorm2d: 3-28 [32, 1408, 9, 9] [32, 1408, 9, 9] 2,816 True\n", "│ │ └─SiLU: 3-29 [32, 1408, 9, 9] [32, 1408, 9, 9] -- --\n", "├─AdaptiveAvgPool2d: 1-2 [32, 1408, 9, 9] [32, 1408, 1, 1] -- --\n", "├─Sequential: 1-3 [32, 1408] [32, 101] -- True\n", "│ └─Dropout: 2-10 [32, 1408] [32, 1408] -- --\n", "│ └─Linear: 2-11 [32, 1408] [32, 101] 142,309 True\n", "===============================================================================================================================\n", "Total params: 7,843,303\n", "Trainable params: 7,288,207\n", "Non-trainable params: 555,096\n", "Total mult-adds (G): 34.76\n", "===============================================================================================================================\n", "Input size (MB): 31.85\n", "Forward/backward pass size (MB): 8291.74\n", "Params size (MB): 31.37\n", "Estimated Total Size (MB): 8354.96\n", "===============================================================================================================================\n" ] } ] }, { "cell_type": "markdown", "source": [ "### Fine Tuning Part 2" ], "metadata": { "id": "-pAjjHOxuGjq" } }, { "cell_type": "code", "source": [ "for params in model.features.parameters(): # Making the models upper layer un froze\n", " params.requires_grad=True\n", "\n", "for m in model.modules(): # Making the BatchNorm2d froze\n", " if isinstance(m, nn.BatchNorm2d):\n", " m.track_running_stats = False\n", " m.eval()\n", "\n", "# checking the status of the parameters of models\n", "from torchinfo import summary\n", "\"\"\" To find the status of model uncomment below 4 lines\"\"\"\n", "print(summary(model,\n", " input_size=(32,3,288,288),\n", " col_names=[\"input_size\",\"output_size\",\"num_params\",\"trainable\"],\n", " col_width=18))\n", "\n", "# Loss_fn + optimizer + train the model\n", "loss_fn=nn.CrossEntropyLoss()\n", "optimizer=torch.optim.Adam(model.parameters(),lr=0.00001)\n", "state_dict=train(model,train_dataloader,test_dataloader,loss_fn,optimizer,3,device)\n", "# print(state_dict)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "4qNOjM_VuX89", "outputId": "9de1e70c-d73c-4559-9048-7ed876795567" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "===============================================================================================================================\n", "Layer (type:depth-idx) Input Shape Output Shape Param # Trainable\n", "===============================================================================================================================\n", "EfficientNet [32, 3, 288, 288] [32, 101] -- True\n", "├─Sequential: 1-1 [32, 3, 288, 288] [32, 1408, 9, 9] -- True\n", "│ └─Conv2dNormActivation: 2-1 [32, 3, 288, 288] [32, 32, 144, 144] -- True\n", "│ │ └─Conv2d: 3-1 [32, 3, 288, 288] [32, 32, 144, 144] 864 True\n", "│ │ └─BatchNorm2d: 3-2 [32, 32, 144, 144] [32, 32, 144, 144] 64 True\n", "│ │ └─SiLU: 3-3 [32, 32, 144, 144] [32, 32, 144, 144] -- --\n", "│ └─Sequential: 2-2 [32, 32, 144, 144] [32, 16, 144, 144] -- True\n", "│ │ └─MBConv: 3-4 [32, 32, 144, 144] [32, 16, 144, 144] 1,448 True\n", "│ │ └─MBConv: 3-5 [32, 16, 144, 144] [32, 16, 144, 144] 612 True\n", "│ └─Sequential: 2-3 [32, 16, 144, 144] [32, 24, 72, 72] -- True\n", "│ │ └─MBConv: 3-6 [32, 16, 144, 144] [32, 24, 72, 72] 6,004 True\n", "│ │ └─MBConv: 3-7 [32, 24, 72, 72] [32, 24, 72, 72] 10,710 True\n", "│ │ └─MBConv: 3-8 [32, 24, 72, 72] [32, 24, 72, 72] 10,710 True\n", "│ └─Sequential: 2-4 [32, 24, 72, 72] [32, 48, 36, 36] -- True\n", "│ │ └─MBConv: 3-9 [32, 24, 72, 72] [32, 48, 36, 36] 16,518 True\n", "│ │ └─MBConv: 3-10 [32, 48, 36, 36] [32, 48, 36, 36] 43,308 True\n", "│ │ └─MBConv: 3-11 [32, 48, 36, 36] [32, 48, 36, 36] 43,308 True\n", "│ └─Sequential: 2-5 [32, 48, 36, 36] [32, 88, 18, 18] -- True\n", "│ │ └─MBConv: 3-12 [32, 48, 36, 36] [32, 88, 18, 18] 50,300 True\n", "│ │ └─MBConv: 3-13 [32, 88, 18, 18] [32, 88, 18, 18] 123,750 True\n", "│ │ └─MBConv: 3-14 [32, 88, 18, 18] [32, 88, 18, 18] 123,750 True\n", "│ │ └─MBConv: 3-15 [32, 88, 18, 18] [32, 88, 18, 18] 123,750 True\n", "│ └─Sequential: 2-6 [32, 88, 18, 18] [32, 120, 18, 18] -- True\n", "│ │ └─MBConv: 3-16 [32, 88, 18, 18] [32, 120, 18, 18] 149,158 True\n", "│ │ └─MBConv: 3-17 [32, 120, 18, 18] [32, 120, 18, 18] 237,870 True\n", "│ │ └─MBConv: 3-18 [32, 120, 18, 18] [32, 120, 18, 18] 237,870 True\n", "│ │ └─MBConv: 3-19 [32, 120, 18, 18] [32, 120, 18, 18] 237,870 True\n", "│ └─Sequential: 2-7 [32, 120, 18, 18] [32, 208, 9, 9] -- True\n", "│ │ └─MBConv: 3-20 [32, 120, 18, 18] [32, 208, 9, 9] 301,406 True\n", "│ │ └─MBConv: 3-21 [32, 208, 9, 9] [32, 208, 9, 9] 686,868 True\n", "│ │ └─MBConv: 3-22 [32, 208, 9, 9] [32, 208, 9, 9] 686,868 True\n", "│ │ └─MBConv: 3-23 [32, 208, 9, 9] [32, 208, 9, 9] 686,868 True\n", "│ │ └─MBConv: 3-24 [32, 208, 9, 9] [32, 208, 9, 9] 686,868 True\n", "│ └─Sequential: 2-8 [32, 208, 9, 9] [32, 352, 9, 9] -- True\n", "│ │ └─MBConv: 3-25 [32, 208, 9, 9] [32, 352, 9, 9] 846,900 True\n", "│ │ └─MBConv: 3-26 [32, 352, 9, 9] [32, 352, 9, 9] 1,888,920 True\n", "│ └─Conv2dNormActivation: 2-9 [32, 352, 9, 9] [32, 1408, 9, 9] -- True\n", "│ │ └─Conv2d: 3-27 [32, 352, 9, 9] [32, 1408, 9, 9] 495,616 True\n", "│ │ └─BatchNorm2d: 3-28 [32, 1408, 9, 9] [32, 1408, 9, 9] 2,816 True\n", "│ │ └─SiLU: 3-29 [32, 1408, 9, 9] [32, 1408, 9, 9] -- --\n", "├─AdaptiveAvgPool2d: 1-2 [32, 1408, 9, 9] [32, 1408, 1, 1] -- --\n", "├─Sequential: 1-3 [32, 1408] [32, 101] -- True\n", "│ └─Dropout: 2-10 [32, 1408] [32, 1408] -- --\n", "│ └─Linear: 2-11 [32, 1408] [32, 101] 142,309 True\n", "===============================================================================================================================\n", "Total params: 7,843,303\n", "Trainable params: 7,843,303\n", "Non-trainable params: 0\n", "Total mult-adds (G): 34.76\n", "===============================================================================================================================\n", "Input size (MB): 31.85\n", "Forward/backward pass size (MB): 8291.74\n", "Params size (MB): 31.37\n", "Estimated Total Size (MB): 8354.96\n", "===============================================================================================================================\n" ] } ] }, { "cell_type": "markdown", "source": [ "### Saving the model\n", "We can save the model using Pytorch or make a pickle file .\n", "Advantage of pickle over Pytorch (saving state_dict ) is that we don't have to instantiate the model . We can get model in just one line of code.\n", "\n", "We will be using pickle ." ], "metadata": { "id": "j4aB69ygTxiD" } }, { "cell_type": "code", "source": [ "# Using pytorch\n", "# model_name = \"EfficientNet_B2_pytorch.pth\"\n", "# torch.save(obj=model.state_dict(),f=model_name)\n", "\n", "# using pickle\n", "import pickle\n", "pickle.dump(model,open(\"pickle.pkl\",\"wb\"))" ], "metadata": { "id": "GUrnKHF5T3QF" }, "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "source": [ "### Some Pridictions" ], "metadata": { "id": "kKXR2oNGp2ju" } }, { "cell_type": "code", "source": [ "# Pridict function take input a dataset (test_data) and a int (no. of images)\n", "def predict_k(model,test_data,class_names,k,transform=transform):\n", " model.eval()\n", " if k>5:\n", " k=5\n", " print(f\"the given k value is too much setting it to 5\")\n", " fig,ax=plt.subplots(1,k,figsize=(15,15*k));\n", "\n", " for i in range(k):\n", " img=transform(test_data[i][0]).unsqueeze(dim=0).to(device)\n", " # print(img.shape)\n", " pred=model(img)\n", " # print(class_names[torch.argmax(pred,dim=1)])\n", " ax[i].imshow(test_data[i][0].permute(1,2,0));\n", " ax[i].title.set_text(f\"{class_names[torch.argmax(pred,dim=1)]}/{class_names[test_data[i][1]]}\"); # set the label\n", " ax[i].set_xticks([]);\n", " ax[i].set_yticks([]);\n", " fig.show();\n", "\n", "predict_k(model,test_data,class_names,5)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 360 }, "id": "fW9lx1iecTqp", "outputId": "ea1dbe26-46c2-4680-849b-105913744093" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "/usr/local/lib/python3.10/dist-packages/torchvision/transforms/functional.py:1603: UserWarning: The default value of the antialias parameter of all the resizing transforms (Resize(), RandomResizedCrop(), etc.) will change from None to True in v0.17, in order to be consistent across the PIL and Tensor backends. To suppress this warning, directly pass antialias=True (recommended, future default), antialias=None (current default, which means False for Tensors and True for PIL), or antialias=False (only works on Tensors - PIL will still use antialiasing). This also applies if you are using the inference transforms from the models weights: update the call to weights.transforms(antialias=True).\n", " warnings.warn(\n", "WARNING:matplotlib.image:Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n", "WARNING:matplotlib.image:Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n", "WARNING:matplotlib.image:Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n", "WARNING:matplotlib.image:Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n", "WARNING:matplotlib.image:Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "#### pred_and_plot_image function" ], "metadata": { "id": "Gz-uatZPqK5N" } }, { "cell_type": "code", "source": [ "from typing import List, Tuple\n", "# Set device\n", "device = \"cuda\" if torch.cuda.is_available() else \"cpu\"\n", "\n", "# Predict on a target image with a target model\n", "def pred_and_plot_image(\n", " model: torch.nn.Module,\n", " class_names: List[str],\n", " image_path: str,\n", " image_size: Tuple[int, int] = (288, 288),\n", " transform: torchvision.transforms = None,\n", " device: torch.device = device):\n", "\n", " \"\"\"Predicts on a target image with a target model.\n", "\n", " Args:\n", " model (torch.nn.Module): A trained (or untrained) PyTorch model to predict on an image.\n", " class_names (List[str]): A list of target classes to map predictions to.\n", " image_path (str): Filepath to target image to predict on.\n", " image_size (Tuple[int, int], optional): Size to transform target image to. Defaults to (224, 224).\n", " transform (torchvision.transforms, optional): Transform to perform on image. Defaults to None which uses ImageNet normalization.\n", " device (torch.device, optional): Target device to perform prediction on. Defaults to device.\n", " \"\"\"\n", "\n", " # Open image\n", " img = Image.open(image_path)\n", "\n", " # Create transformation for image (if one doesn't exist)\n", " if transform is not None:\n", " image_transform = transform\n", " else:\n", " image_transform = transforms.Compose([\n", " transforms.Resize(image_size),\n", " transforms.ToTensor(),\n", " transforms.Normalize(\n", " mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225])\n", " ])\n", "\n", " ### Predict on image ###\n", "\n", " # Make sure the model is on the target device\n", " model.to(device)\n", " # return img\n", " # Turn on model evaluation mode and inference mode\n", " model.eval()\n", " with torch.inference_mode():\n", " # Transform and add an extra dimension to image (model requires samples in [batch_size, color_channels, height, width])\n", " transformed_image = image_transform(img).unsqueeze(dim=0)\n", "\n", " # Make a prediction on image with an extra dimension and send it to the target device\n", " target_image_pred = model(transformed_image.to(device))\n", "\n", " # Convert logits -> prediction probabilities (using torch.softmax() for multi-class classification)\n", " target_image_pred_probs = torch.softmax(target_image_pred, dim=1)\n", "\n", " # Convert prediction probabilities -> prediction labels\n", " target_image_pred_label = torch.argmax(target_image_pred_probs, dim=1)\n", "\n", " # Plot image with predicted label and probability\n", " plt.figure()\n", " plt.imshow(img)\n", " plt.title(f\"Pred: {class_names[target_image_pred_label]} | Prob: {target_image_pred_probs.max():.3f}\")\n", " plt.axis(False)\n", " plt.show()" ], "metadata": { "id": "Bh9L43N1qYBk" }, "execution_count": null, "outputs": [] }, { "cell_type": "code", "source": [ "!wget -nv https://bigoven-res.cloudinary.com/image/upload/t_recipe-1280/maryland-crab-cakes-8.jpg -O \"file.jpg\"\n", "pred_and_plot_image(model,class_names,\"file.jpg\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 465 }, "id": "RQ6w0s6wqzt4", "outputId": "420320b2-7d9c-4d52-cbb7-cc5dfa509e06" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "2023-07-21 08:15:37 URL:https://bigoven-res.cloudinary.com/image/upload/t_recipe-1280/maryland-crab-cakes-8.jpg [144743/144743] -> \"file.jpg\" [1]\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ] }, { "cell_type": "markdown", "source": [ "# If you wants to run directly run below" ], "metadata": { "id": "vkm0KLau4-_2" } }, { "cell_type": "code", "source": [ "# Import\n", "import requests\n", "import torch\n", "import torchvision\n", "from torchvision import transforms\n", "from timeit import default_timer as timer\n", "from PIL import Image\n", "import pickle\n", "\n", "# device-egnostic code\n", "device=\"cuda\" if torch.cuda.is_available() else \"cpu\"\n", "# download the model.pkl file from github and model instantiate\n", "with open(\"model.pkl\",\"wb\") as f:\n", " request=requests.get(\"https://github.com/Rajatsingh24/FoodVision/raw/main/model.pkl\")\n", " f.write(request.content)\n", " print(f\"[INFO] model.pkl downloaded.\")\n", "# Create the model\n", "model=pickle.load(open(\"model.pkl\",\"rb\"))\n", "model.to(device)\n", "# Transform for prediction\n", "transform=torchvision.models.EfficientNet_B2_Weights.DEFAULT.transforms()\n", "\n", "# getting class_names\n", "with open(\"class_names.txt\",\"wb\") as f:\n", " request=requests.get(\"https://github.com/Rajatsingh24/FoodVision/raw/main/class_names.txt\")\n", " f.write(request.content)\n", " print(f\"[INFO] class_names.txt downloaded\")\n", "# Class_names\n", "with open(\"class_names.txt\",\"r\") as f:\n", " class_names=[food.strip() for food in f.readlines()]\n" ], "metadata": { "id": "C0jLDYdq5fvs", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "9ef7ca2c-0403-46bd-b4a8-fb30a5f75003" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "[INFO] model.pkl downloaded.\n", "[INFO] class_names.txt downloaded\n" ] } ] }, { "cell_type": "markdown", "source": [ "## Gradio demo app\n", "what is [Gradio](https://www.gradio.app/) ?\n", "\n", "Gradio is the fastest way to demo your machine learning model with a friendly web interface so that anyone can use it, anywhere!" ], "metadata": { "id": "D9E2cmGtJTMa" } }, { "cell_type": "code", "source": [ "# Install Gradio\n", "try:\n", " import gradio as gr\n", "except:\n", " !pip -q install gradio\n", " import gradio as gr\n", "print(f\"gradio version {gr.__version__}\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "QBqKXuLaJqz_", "outputId": "72f162dd-9eb6-4391-8d2e-5695395020bd" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m19.8/19.8 MB\u001b[0m \u001b[31m49.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m65.7/65.7 kB\u001b[0m \u001b[31m7.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[?25h Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m289.0/289.0 kB\u001b[0m \u001b[31m29.6 MB/s\u001b[0m eta 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"markdown", "source": [ "#### Predict function" ], "metadata": { "id": "COI8wd_BWr3h" } }, { "cell_type": "code", "source": [ "model.to(device)\n", "next(iter(model.parameters())).to(device)\n", "def predict(img):\n", " model.eval()\n", " start_time =timer()\n", " with torch.inference_mode():\n", " t_img=transform(img).unsqueeze(0).to(device)\n", " # print(t_img)\n", " probs=torch.softmax(model(t_img),dim=1).to(\"cpu\")\n", " end_time=timer()\n", " label_and_prob={class_names[i] : float(probs[0][i]) for i in range(len(class_names))}\n", " print(probs)\n", " return label_and_prob,round(end_time-start_time,4)\n", "\n", "!wget -nv https://www.engelvoelkers.com/wp-content/uploads/2014/07/pizza-stock.jpg -O \"pizza.jpg\"\n", "img=Image.open(\"pizza.jpg\")\n", "_,_=predict(img)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "t64OK9A5Wx_Z", "outputId": "8f50518e-1c58-42bc-c861-16599f2f9e76" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "2023-07-21 14:36:34 URL:https://www.engelvoelkers.com/wp-content/uploads/2014/07/pizza-stock.jpg [696280/696280] -> \"pizza.jpg\" [1]\n", "tensor([[2.0969e-05, 1.0211e-07, 2.0160e-06, 2.1745e-05, 3.3434e-06, 1.4737e-06,\n", " 3.1813e-08, 5.8295e-07, 1.3754e-05, 2.8005e-06, 6.9168e-03, 4.1328e-07,\n", " 1.6799e-04, 1.5109e-06, 4.1941e-05, 4.1024e-06, 9.2364e-07, 1.1133e-04,\n", " 6.6275e-08, 1.0807e-05, 2.5098e-07, 1.2758e-05, 7.9723e-08, 4.6194e-06,\n", " 3.1387e-07, 1.4453e-06, 2.3003e-06, 1.9453e-06, 3.9412e-06, 3.8533e-07,\n", " 1.2688e-06, 5.2939e-06, 5.7715e-07, 2.2295e-09, 6.9096e-07, 7.2741e-04,\n", " 1.5544e-06, 8.1803e-08, 1.1759e-08, 1.7322e-04, 3.2065e-07, 2.2054e-06,\n", " 6.4724e-05, 1.0828e-07, 2.3370e-08, 8.0363e-08, 2.5583e-05, 3.1253e-05,\n", " 4.0325e-07, 1.2869e-04, 4.0000e-04, 4.4949e-09, 3.7240e-07, 3.7758e-06,\n", " 4.5712e-09, 3.0949e-05, 2.2744e-05, 3.9556e-05, 2.1626e-06, 8.7070e-05,\n", " 5.9162e-07, 6.2866e-06, 2.5054e-06, 1.6416e-07, 1.3793e-08, 5.2803e-06,\n", " 5.2604e-05, 1.3093e-04, 6.0126e-09, 1.8974e-07, 4.3795e-07, 4.6158e-06,\n", " 3.9990e-04, 1.0011e-06, 6.1885e-06, 3.8680e-07, 9.8903e-01, 2.2178e-06,\n", " 1.1968e-06, 4.0823e-09, 1.3732e-05, 1.0700e-06, 2.1167e-04, 8.3858e-07,\n", " 6.4680e-05, 1.3067e-06, 1.2404e-08, 2.0091e-05, 2.3978e-07, 4.1827e-06,\n", " 5.7265e-06, 4.0373e-06, 5.6087e-07, 5.6122e-07, 1.0015e-06, 4.9199e-06,\n", " 6.5278e-05, 1.9237e-07, 4.3012e-06, 4.2825e-06, 8.4996e-04]])\n" ] } ] }, { "cell_type": "code", "source": [ "from pathlib import Path\n", "sample_path=Path(\"sample\")\n", "sample_path.mkdir(parents=True, exist_ok=True)\n", "!wget -nv https://www.engelvoelkers.com/wp-content/uploads/2014/07/pizza-stock.jpg -O \"sample/pizza.jpg\"\n", "!wget -nv https://wallsdesk.com/wp-content/uploads/2016/10/Beef-Steak-HD-Wallpaper.jpg -O \"sample/steake.jpg\"\n", "!wget -nv https://blogs.biomedcentral.com/bugbitten/wp-content/uploads/sites/11/2017/05/SUSHI-02.jpg -O \"sample/sushi.jpg\"\n", "\n", "example_list=[[\"sample/pizza.jpg\"],[\"sample/sushi.jpg\"],[\"sample/steake.jpg\"]]\n", "example_list" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "zDQcCfWwLju7", "outputId": "822ac8f6-b398-4c98-8842-1e407f8d499c" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "2023-07-21 14:37:23 URL:https://www.engelvoelkers.com/wp-content/uploads/2014/07/pizza-stock.jpg [696280/696280] -> \"sample/pizza.jpg\" [1]\n", "2023-07-21 14:37:25 URL:https://wallsdesk.com/wp-content/uploads/2016/10/Beef-Steak-HD-Wallpaper.jpg [7496862/7496862] -> \"sample/steake.jpg\" [1]\n", "2023-07-21 14:37:27 URL:https://blogs.biomedcentral.com/bugbitten/wp-content/uploads/sites/11/2017/05/SUSHI-02.jpg [2198902/2198902] -> \"sample/sushi.jpg\" [1]\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ "[['sample/pizza.jpg'], ['sample/sushi.jpg'], ['sample/steake.jpg']]" ] }, "metadata": {}, "execution_count": 11 } ] }, { "cell_type": "code", "source": [ "# gradio demo api\n", "import gradio as gr\n", "\n", "# Create title, description and article strings\n", "title = \"Food Vision 🍕🥩🍣\"\n", "description = \"An EfficientNetB2 feature extractor computer vision model to classify images of food of 101 different Category.\"\n", "\n", "# Create the Gradio demo\n", "demo = gr.Interface(fn=predict, # mapping function from input to output\n", " inputs=gr.Image(type=\"pil\"), # what are the inputs?\n", " outputs=[gr.Label(num_top_classes=3, label=\"Predictions\"), # what are the outputs?\n", " gr.Number(label=\"Prediction time(s)\")], # our fn has two outputs, therefore we have two outputs\n", " examples=example_list,\n", " title=title,\n", " description=description)\n", " # article=article)\n", "\n", "# Launch the demo!\n", "demo.launch(debug=False, # print errors locally?\n", " share=True) # generate a publically shareable URL?" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 613 }, "id": "BWWDfP93KqcG", "outputId": "e25924e1-29b9-48d6-cbb4-6d31370c1c5d" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Colab notebook detected. To show errors in colab notebook, set debug=True in launch()\n", "Running on public URL: https://21ed88eebdfbd38fe6.gradio.live\n", "\n", "This share link expires in 72 hours. For free permanent hosting and GPU upgrades, run `gradio deploy` from Terminal to deploy to Spaces (https://huggingface.co/spaces)\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "" ], "text/html": [ "
" ] }, "metadata": {} }, { "output_type": "execute_result", "data": { "text/plain": [] }, "metadata": {}, "execution_count": 12 } ] }, { "cell_type": "markdown", "source": [ "## A IFrame for direct using my trained model" ], "metadata": { "id": "hwJ4M9R15R0_" } }, { "cell_type": "code", "source": [ "# IPython is a library to help make Python interactive\n", "from IPython.display import IFrame\n", "\n", "# Embed FoodVision Mini Gradio demo\n", "IFrame(src=\"https://huggingface.co/spaces/rajatsingh0702/FoodVision\", width=1400, height=750)" ], "metadata": { "id": "7cMNULtdl60L", "colab": { "base_uri": "https://localhost:8080/", "height": 791 }, "outputId": "df0b18bd-2a6f-4953-ab75-d0cb981e448e" }, "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "" ], "text/html": [ "\n", " \n", " " ] }, "metadata": {}, "execution_count": 4 } ] } ] }