code_test/vis.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "f6ebc90f-d3ee-4c90-9187-4030f1019166",
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.append(\"/home/shanwei-luo/userdata/mmdetection\")\n",
    "from mmdet.apis import (async_inference_detector, inference_detector,\n",
    "                        init_detector, show_result_pyplot)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "a51a9ad6-b8f4-4c77-a87c-c7d402480d47",
   "metadata": {},
   "outputs": [],
   "source": [
    "config_file = 'work_dirs/AD_dsxw_test03/AD_dsxw_test03.py'\n",
    "checkpoint_file = 'work_dirs/AD_dsxw_test03/epoch_20.pth'\n",
    "img_path = '/home/shanwei-luo/userdata/datasets/dsxw_test/images/'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "d50982fc-bc48-4dca-b192-0fbacc65d868",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "load checkpoint from local path: work_dirs/AD_dsxw_test03/epoch_20.pth\n"
     ]
    }
   ],
   "source": [
    "model = init_detector(config_file, checkpoint_file, device='cuda:0')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "id": "a1ade22e-7130-46ae-aa57-409585cc788e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/home/shanwei-luo/userdata/datasets/dsxw_test/images/21000160.jpg\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "import random\n",
    "imgs = os.listdir(img_path)\n",
    "img_id = random.randint(0, len(imgs))\n",
    "img = imgs[img_id]\n",
    "img = '/home/shanwei-luo/userdata/datasets/dsxw_test/images/'+img\n",
    "print(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "id": "feb228fa-b0cd-44ce-bcaa-802f4ce741ef",
   "metadata": {},
   "outputs": [
    {
     "data": {