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the the following Architecture :  CONV2D -\u003e BATCHNORM -\u003e RELU -\u003e MAXPOOL -\u003e CONVBLOCK -\u003e IDBLOCK x 2 -\u003e CONVBLOCK -\u003e IDBLOCK x 3 -\u003e CONVBLOCK -\u003e IDBLOCK x 5 -\u003e CONVBLOCK -\u003e IDBLOCK x 2 -\u003e AVGPOOL -\u003e FLATTEN -\u003e FCLAYER -\u003e OUTPUT \u003c/br\u003e\n\nCONVBLOCK AND IDBLOCK are implemented in model.py \u003c/br\u003e\n\n### IDBLOCK  \u003c/br\u003e\n![IDBLOCK](https://github.com/ArkaSarkar19/SIGNS-Image-Classification-using-ResNets/blob/master/readme_images/idblock.png?raw=true)\n\n\n### CONVBLOCK  \u003c/br\u003e\n![IDBLOCK](https://github.com/ArkaSarkar19/SIGNS-Image-Classification-using-ResNets/blob/master/readme_images/convblock.png?raw=true)\n \u003c/br\u003e \n 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