# 藥品辨識 # 06253 ![](https://i.imgur.com/qYDnXHq.jpg =200x) # 06297 ![](https://i.imgur.com/KuJ1eEd.jpg =200x) # 11027 ![](https://i.imgur.com/8xZiDmi.jpg =200x) # 13405 ![](https://hackmd.io/_uploads/BJb1RY1Hn.png =200x) # 05121 ![](https://hackmd.io/_uploads/BkWOCYyrn.png =200x) # 16002 ![](https://hackmd.io/_uploads/SkXsCtJHn.png =200x) # 05273 ![](https://hackmd.io/_uploads/rkO00FJSn.png =200x) # 11037 ![](https://hackmd.io/_uploads/HkHQkq1rn.png =200x) # 03102 ![](https://hackmd.io/_uploads/r1fDk5krh.png =200x) # 11402 ![](https://hackmd.io/_uploads/S17i1qJH3.png =200x) # 02043 ![](https://hackmd.io/_uploads/Hyc6yqyHh.png =200x) # 16004 ![](https://hackmd.io/_uploads/r1aKl91Sn.png =200x) # 13473 ![](https://hackmd.io/_uploads/BJ5Tl9JBn.png =200x) # 19054 ![](https://hackmd.io/_uploads/ry2E-q1H2.png =200x) # 19055 ![](https://hackmd.io/_uploads/Hy4XGcyBh.png =200x) # 05237 ![](https://hackmd.io/_uploads/HJ7Yz9yrh.png =200x) # pt 轉 onnx ``` def export_onnx(self,img_path): image = Image.open(img_path).convert('RGB') x = self.transform(image).unsqueeze(0) torch.onnx.export(self.model, x, self.model_name+".onnx") ``` # onnx 轉 tensorrt ``` /usr/src/tensorrt/bin/trtexec --onnx=rexnet_100.onnx --fp16 --workspace=2000 --saveEngine=rexnet_100.engine ``` # 嘗試半精浮點數 half # 測試推論 ``` /usr/src/tensorrt/bin/trtexec --loadEngine=rexnet_100.engine --inputIOFormats=fp32:CHW --output=BiasAdd_1203 --batch=1 /app/timm/test_100/Train/DoHands-onActivities/1000_125_1.jpg ```