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zSF6<{^_uN_CQphO3w|95_q6Yxf9|(pu>ZQA{rmn#c%SFzH^z;7(w&TXoj+aj>*v$f z%<4LN&mK+^Zu=c$t(GHf=c2NE%>HFW@lD#e=H`LdvU#*?eIkOi$F;7`cr|}xW6vu? z?2moQI>ohBRsCz*H)G95(CFDd$EQ(gJdi|uXcF$`;gu5&QGFx@5ZXVy{FMk?mpY* zHhp~iwoiZ0jLs+D|KGIrl%L)>_uXDo-^@M!eSVk~{k-S?`#&bzlRn&`c@_nr5yz32YkSN?o|-*7*DSHB+V z+~*9x+T$O#pM2fcE7*0mcl(cf*87)AO9=HG3w0*8tng6&y9(Q(q-4%XbdH2OD z&)?tK=ilq_tIzL#BhV*y{Jni%#q-Fk+}+$6Qt#i{`q%VmUJq?#I-d6Z`+RNh?^`w! zjllEzcCo%7$9<(U{^$OG-}wLD-usR?zPh#%ZcObj z`d8a~d%E7YZOmkc9o;tWbI-N^ZPa<~j{I|fSHhkW*VWfHdK|lNPc}-Q67`96LsPyI zOYv-csIy|PVX!NU?LV>ce+if4|$mKdz0Zf}O*-;^ (screen_width / screen_height): # Wider than screen + new_width = screen_width + new_height = int(screen_width / aspect_ratio) + else: # Taller than screen + new_height = screen_height + new_width = int(screen_height * aspect_ratio) + + resized_frame = cv2.resize(frame, (new_width, new_height)) + + # Convert to Pygame surface without unnecessary rotation + frame_surface = pygame.surfarray.make_surface(resized_frame) + + # Optional: If rotation is needed, use pygame.transform.rotate() + frame_surface = pygame.transform.rotate(frame_surface, -90) # Example rotation + + # Center the frame + x_offset = (screen_width - new_width) // 2 + y_offset = (screen_height - new_height) // 2 + + screen.fill((0, 0, 0)) # Clear screen + screen.blit(frame_surface, (x_offset, y_offset)) + pygame.display.flip() + + clock.tick(30) # Limit FPS to prevent excessive CPU usage def start_detect(self, x: int, y: int, w: int, h: int): self.__detection_roi = [x, y, x + w, y + h] @@ -113,54 +188,53 @@ class Core(QThread): def stop_detection(self): self.__is_detecting = False - if self.__detection_thread is not None: + if self.__detection_thread is not None and self.__detection_thread.is_alive(): self.__detection_thread.join() self.__detection_thread = None def start_track(self, x: int, y: int, w: int = 0, h: int = 0): - print(f"start tracking: {x}, {y}, {w}, {h}") - try: - self.__is_detecting = False - self.__is_tracking = False - bbox = None - if w == 0: - if len(self.__detection_bboxes): - bbox = get_bbox_by_point(self.__detection_bboxes, np.array([x, y])) - frame = self.__detection_frame - else: - bbox = np.array([x, y, w, h]) - frame = self.__processing_source.get_frame() + print(f"start tracking: {x}, {y}, {w}, {h}") + try: + self.__is_detecting = False + self.__is_tracking = False + bbox = None + if w == 0: + if len(self.__detection_bboxes): + bbox = get_bbox_by_point(self.__detection_bboxes, np.array([x, y])) + frame = self.__detection_frame + else: + bbox = np.array([x, y, w, h]) + frame = self.__processing_source.get_frame() - self.__tracker.stop() + self.__tracker.stop() - if bbox is not None: - self.__tracker.init(frame, bbox) - else: + if bbox is not None: + self.__tracker.init(frame, bbox) + else: + return + except Exception as e: + print(e) return - except Exception as e: - print(e) - return - - if self.__tracking_thread is not None: - self.__tracking_thread.join() - self.stop_track() - self.__is_tracking = True - self.__tracking_thread = Thread(target=self.__tracking) - self.__tracking_thread.start() - sleep(0.03) + + if self.__tracking_thread is not None: + self.__tracking_thread.join() + self.stop_track() + self.__is_tracking = True + self.__tracking_thread = Thread(target=self.__tracking) + self.__tracking_thread.start() + sleep(0.03) def stop_track(self): + if showTrack: + pygame.quit() print("stop tracking") self.stop_detection() self.__tracker.stop() self.__is_tracking = False - if self.__tracking_thread is not None: - self.__tracking_thread.join() - self.__tracking_thread = None def __draw_bbox(self, img: np.ndarray, bbox, color): thickness = self.__thickness - # cv2.rectangle(img, (bbox[0], bbox[1]), (bbox[2] + bbox[0], bbox[3] + bbox[1]), - # color, thickness) + cv2.rectangle(img, (bbox[0], bbox[1]), (bbox[2] + bbox[0], bbox[3] + bbox[1]), + color, thickness) diff --git a/gpuMonitor.py b/gpuMonitor.py new file mode 100644 index 0000000..9cc234a --- /dev/null +++ b/gpuMonitor.py @@ -0,0 +1,47 @@ +import pynvml +import time +from colorama import Fore, Style, init +import os + +# Initialize colorama +init(autoreset=True) + + + +def monitor_gpu_ram_usage(interval=2, threshold_gb=2): + pynvml.nvmlInit() + # Initialize NVML + try: + device_count = pynvml.nvmlDeviceGetCount() + print(f"Found {device_count} GPU(s).") + + while True: + for i in range(device_count): + handle = pynvml.nvmlDeviceGetHandleByIndex(i) + info = pynvml.nvmlDeviceGetMemoryInfo(handle) + + + + print(f"GPU {i}:") + print(f" Total RAM: {info.total / 1024 ** 2:.2f} MB") + if(info.used / 1024 ** 2 >= 2.5 * 1024 ): + print(Fore.RED + f" Used RAM: {info.used / 1024 ** 2:.2f} MB") + os.system("aplay /home/rog/repos/Tracker/NE-Smart-Tracker/Oxygen-Sys-Warning.wav") + else: + print(f" Used RAM: {info.used / 1024 ** 2:.2f} MB") + print(f" Free RAM: {info.free / 1024 ** 2:.2f} MB") + print(Fore.GREEN + "-" * 30) + print(Fore.GREEN) + + time.sleep(interval) # Wait for the specified interval before checking again + + except KeyboardInterrupt: + print("Monitoring stopped by user.") + + finally: + # Shutdown NVML + pynvml.nvmlShutdown() + +if __name__ == "__main__": + monitor_gpu_ram_usage(interval=2, threshold_gb=2) # Check every 2 seconds, threshold is 2 GB + diff --git a/tracker/ltr/external/PreciseRoIPooling/pytorch/prroi_pool/functional.py b/tracker/ltr/external/PreciseRoIPooling/pytorch/prroi_pool/functional.py index 98247e0..737f6c3 100755 --- a/tracker/ltr/external/PreciseRoIPooling/pytorch/prroi_pool/functional.py +++ b/tracker/ltr/external/PreciseRoIPooling/pytorch/prroi_pool/functional.py @@ -12,6 +12,7 @@ import torch import torch.autograd as ag + __all__ = ['prroi_pool2d'] diff --git a/tracker/ltr/models/backbone/resnet.py b/tracker/ltr/models/backbone/resnet.py index 213e83c..3d569fe 100644 --- a/tracker/ltr/models/backbone/resnet.py +++ b/tracker/ltr/models/backbone/resnet.py @@ -6,6 +6,7 @@ from torchvision.models.resnet import model_urls from .base import Backbone + class Bottleneck(nn.Module): expansion = 4 @@ -22,6 +23,7 @@ class Bottleneck(nn.Module): self.downsample = downsample self.stride = stride + def forward(self, x): residual = x diff --git a/tracker/ltr/models/bbreg/atom_iou_net.py b/tracker/ltr/models/bbreg/atom_iou_net.py index 6167cb4..61412c7 100644 --- a/tracker/ltr/models/bbreg/atom_iou_net.py +++ b/tracker/ltr/models/bbreg/atom_iou_net.py @@ -2,6 +2,7 @@ import torch.nn as nn import torch from ltr.models.layers.blocks import LinearBlock from ltr.external.PreciseRoIPooling.pytorch.prroi_pool import PrRoIPool2D +torch.cuda.empty_cache() def conv(in_planes, out_planes, kernel_size=3, stride=1, padding=1, dilation=1): diff --git a/tracker/ltr/models/layers/distance.py b/tracker/ltr/models/layers/distance.py index a0ecfb5..1c4e0f3 100644 --- a/tracker/ltr/models/layers/distance.py +++ b/tracker/ltr/models/layers/distance.py @@ -14,12 +14,14 @@ class DistanceMap(nn.Module): super().__init__() self.num_bins = num_bins self.bin_displacement = bin_displacement + torch.cuda.empty_cache() def forward(self, center, output_sz): """Create the distance map. args: center: Torch tensor with (y,x) center position. Dims (batch, 2) output_sz: Size of output distance map. 2-dimensional tuple.""" + torch.cuda.empty_cache() center = center.view(-1,2) diff --git a/tracker/ltr/models/target_classifier/features.py b/tracker/ltr/models/target_classifier/features.py index 66137d7..a1ec053 100644 --- a/tracker/ltr/models/target_classifier/features.py +++ b/tracker/ltr/models/target_classifier/features.py @@ -4,9 +4,11 @@ from ltr.models.layers.normalization import InstanceL2Norm + def residual_bottleneck(feature_dim=256, num_blocks=1, l2norm=True, final_conv=False, norm_scale=1.0, out_dim=None, interp_cat=False, final_relu=False, final_pool=False, input_dim=None, final_stride=1): """Construct a network block based on the Bottleneck block used in ResNet.""" + if out_dim is None: out_dim = feature_dim if input_dim is None: diff --git a/tracker/pytracking/features/augmentation.py b/tracker/pytracking/features/augmentation.py index 0b476a3..2f133db 100755 --- a/tracker/pytracking/features/augmentation.py +++ b/tracker/pytracking/features/augmentation.py @@ -6,16 +6,18 @@ import cv2 as cv import random from pytracking.features.preprocessing import numpy_to_torch, torch_to_numpy - class Transform: """Base data augmentation transform class.""" def __init__(self, output_sz = None, shift = None): self.output_sz = output_sz self.shift = (0,0) if shift is None else shift + torch.cuda.empty_cache() def crop_to_output(self, image): + torch.cuda.empty_cache() + if isinstance(image, torch.Tensor): imsz = image.shape[2:] if self.output_sz is None: @@ -67,6 +69,7 @@ class Rotate(Transform): super().__init__(output_sz, shift) self.angle = math.pi * angle/180 + def __call__(self, image, is_mask=False): if isinstance(image, torch.Tensor): return self.crop_to_output(numpy_to_torch(self(torch_to_numpy(image)))) @@ -90,6 +93,7 @@ class Blur(Transform): self.filter[0] = self.filter[0].view(1,1,-1,1) / self.filter[0].sum() self.filter[1] = self.filter[1].view(1,1,1,-1) / self.filter[1].sum() + def __call__(self, image, is_mask=False): if isinstance(image, torch.Tensor): sz = image.shape[2:] diff --git a/tracker/pytracking/features/preprocessing.py b/tracker/pytracking/features/preprocessing.py index 7eab847..fda34a2 100755 --- a/tracker/pytracking/features/preprocessing.py +++ b/tracker/pytracking/features/preprocessing.py @@ -4,10 +4,12 @@ import numpy as np def numpy_to_torch(a: np.ndarray): + torch.cuda.empty_cache() return torch.from_numpy(a).float().permute(2, 0, 1).unsqueeze(0) def torch_to_numpy(a: torch.Tensor): + torch.cuda.empty_cache() return a.squeeze(0).permute(1,2,0).numpy() @@ -20,7 +22,7 @@ def sample_patch_transformed(im, pos, scale, image_sz, transforms, is_mask=False image_sz: Size to resize the image samples to before extraction. transforms: A set of image transforms to apply. """ - + torch.cuda.empty_cache() # Get image patche im_patch, _ = sample_patch(im, pos, scale*image_sz, image_sz, is_mask=is_mask) @@ -39,6 +41,7 @@ def sample_patch_multiscale(im, pos, scales, image_sz, mode: str='replicate', ma mode: how to treat image borders: 'replicate' (default), 'inside' or 'inside_major' max_scale_change: maximum allowed scale change when using 'inside' and 'inside_major' mode """ + torch.cuda.empty_cache() if isinstance(scales, (int, float)): scales = [scales] @@ -62,7 +65,7 @@ def sample_patch(im: torch.Tensor, pos: torch.Tensor, sample_sz: torch.Tensor, o mode: how to treat image borders: 'replicate' (default), 'inside' or 'inside_major' max_scale_change: maximum allowed scale change when using 'inside' and 'inside_major' mode """ - + torch.cuda.empty_cache() # if mode not in ['replicate', 'inside']: # raise ValueError('Unknown border mode \'{}\'.'.format(mode)) diff --git a/tracker/pytracking/libs/dcf.py b/tracker/pytracking/libs/dcf.py index b31a97b..8b1f661 100755 --- a/tracker/pytracking/libs/dcf.py +++ b/tracker/pytracking/libs/dcf.py @@ -3,6 +3,7 @@ import torch def max2d(a: torch.Tensor) -> (torch.Tensor, torch.Tensor): """Computes maximum and argmax in the last two dimensions.""" + torch.cuda.empty_cache() max_val_row, argmax_row = torch.max(a, dim=-2) max_val, argmax_col = torch.max(max_val_row, dim=-1)