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diff --git a/process_checkpoint/sam2/download_ckpts.sh b/process_checkpoint/sam2/download_ckpts.sh
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--- /dev/null
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+#!/bin/bash
+
+# Copyright (c) Meta Platforms, Inc. and affiliates.
+# All rights reserved.
+
+# This source code is licensed under the license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+# Define the URLs for the checkpoints
+BASE_URL="https://dl.fbaipublicfiles.com/segment_anything_2/072824/"
+sam2_hiera_t_url="${BASE_URL}sam2_hiera_tiny.pt"
+sam2_hiera_s_url="${BASE_URL}sam2_hiera_small.pt"
+sam2_hiera_b_plus_url="${BASE_URL}sam2_hiera_base_plus.pt"
+sam2_hiera_l_url="${BASE_URL}sam2_hiera_large.pt"
+
+
+# Download each of the four checkpoints using wget
+echo "Downloading sam2_hiera_tiny.pt checkpoint..."
+wget $sam2_hiera_t_url || { echo "Failed to download checkpoint from $sam2_hiera_t_url"; exit 1; }
+
+echo "Downloading sam2_hiera_small.pt checkpoint..."
+wget $sam2_hiera_s_url || { echo "Failed to download checkpoint from $sam2_hiera_s_url"; exit 1; }
+
+echo "Downloading sam2_hiera_base_plus.pt checkpoint..."
+wget $sam2_hiera_b_plus_url || { echo "Failed to download checkpoint from $sam2_hiera_b_plus_url"; exit 1; }
+
+echo "Downloading sam2_hiera_large.pt checkpoint..."
+wget $sam2_hiera_l_url || { echo "Failed to download checkpoint from $sam2_hiera_l_url"; exit 1; }
+
+echo "All checkpoints are downloaded successfully."
diff --git a/process_checkpoint/sam2/sam2_hiera_base_plus.pt b/process_checkpoint/sam2/sam2_hiera_base_plus.pt
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+size 897952466
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diff --git a/process_checkpoint/sam2/sam2_hiera_tiny.pt b/process_checkpoint/sam2/sam2_hiera_tiny.pt
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