update 2803

inferonnx_croptext.ipynb

@@ -45,6 +45,7 @@
     }
    ],
    "source": [
+    "# Khong chay code nay neu da co fila model .onnx\n",
     "# export ONNX for ONNX inference\n",
     "%cd /home/anhcd/Projects/dac_vietocr/yolov7/\n",
     "!python export.py --weights /home/anhcd/Projects/dac_vietocr/model/yolov7croptext_reparam.pt \\\n",
@@ -76,6 +77,24 @@
     "# opt.dynamic = False if opt.dynamic_batch else opt.dynamic"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!pip install --upgrade setuptools pip --user\n",
+    "!pip install onnx \n",
+    "!pip install onnxruntime\n",
+    "#!pip install --ignore-installed PyYAML\n",
+    "#!pip install Pillow\n",
+    "\n",
+    "!pip install protobuf<4.21.3\n",
+    "!pip install onnxruntime-gpu\n",
+    "!pip install onnx>=1.9.0\n",
+    "!pip install onnx-simplifier>=0.3.6 --user"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 11,
@@ -173,25 +192,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "text/plain": [
-       "array([  0.       , 199.24756  , 329.392    , 367.1432   , 359.32315  ,\n",
-       "         2.       ,   0.3788516], dtype=float32)"
-      ]
-     },
-     "execution_count": 20,
-     "metadata": {},
-     "output_type": "execute_result"
+     "ename": "NameError",
+     "evalue": "name 'session' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[1], line 2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;66;03m# ONNX inference\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m outputs \u001b[38;5;241m=\u001b[39m \u001b[43msession\u001b[49m\u001b[38;5;241m.\u001b[39mrun(outname, inp)[\u001b[38;5;241m0\u001b[39m]\n\u001b[1;32m      3\u001b[0m outputs\n",
+      "\u001b[0;31mNameError\u001b[0m: name 'session' is not defined"
+     ]
     }
    ],
    "source": [
     "# ONNX inference\n",
     "outputs = session.run(outname, inp)[0]\n",
-    "outputs[0]"
+    "outputs"
    ]
   },
   {